From c8d6fb3d22769c7340e2666ea952e00e8a310505 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Mon, 20 Nov 2023 15:20:13 +0100 Subject: [PATCH 01/20] Refactor notebook to understand what is happening --- SystemUpdates/cm_constituentmodels_kate.ipynb | 12067 ++++++++++++++++ SystemUpdates/data.py | 16 + SystemUpdates/predict.py | 9 + SystemUpdates/settings.py | 39 + 4 files changed, 12131 insertions(+) create mode 100644 SystemUpdates/cm_constituentmodels_kate.ipynb create mode 100644 SystemUpdates/data.py create mode 100644 SystemUpdates/predict.py create mode 100644 SystemUpdates/settings.py diff --git a/SystemUpdates/cm_constituentmodels_kate.ipynb b/SystemUpdates/cm_constituentmodels_kate.ipynb new file mode 100644 index 0000000..de441d9 --- /dev/null +++ b/SystemUpdates/cm_constituentmodels_kate.ipynb @@ -0,0 +1,12067 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1098f7cb", + "metadata": {}, + "source": [ + "\n", + "# ViEWS 3 constituent models \n", + "## ViEWS production system, cm level\n", + "\n", + "\n", + "This notebook trains a set of regression models for use in the monthly updated ViEWS predicting fatalities ensemble\n", + "\n", + "The notebook does the following: \n", + "1. Retrieves data through querysets and stores in DataSets, a list of dictionaries\n", + "2. Specifies the metadata of a number of models, stores in ModelList, a list of dictionaries\n", + "3. Trains the models in ModelList, stores the trained objects in model storage and prediction storage\n", + "4. Saves part of ModelList as csv and the rest as pickles\n" + ] + }, + { + "cell_type": "markdown", + "id": "c98f7cba", + "metadata": {}, + "source": [ + "## Importing modules" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8855fab3", + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "ef27dd3d", + "metadata": {}, + "outputs": [], + "source": [ + "from settings import Mydropbox, username, overleafpath\n", + "\n", + "from data import make_queryset_documentation, get_data\n", + "\n", + "# Basics\n", + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "\n", + "from xgboost import XGBRegressor\n", + "from xgboost import XGBClassifier\n", + "from xgboost import XGBRFRegressor, XGBRFClassifier\n", + "\n", + "from lightgbm import LGBMClassifier, LGBMRegressor\n", + "\n", + "\n", + "from views_runs import storage\n", + "from views_forecasts.extensions import *\n", + "\n", + "\n", + "from FetchData import RetrieveFromList, document_queryset, ReturnQsList, document_ensemble\n", + "from ViewsEstimators import *\n" + ] + }, + { + "cell_type": "markdown", + "id": "3300ea25", + "metadata": {}, + "source": [ + "## Check common parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "User: root\n", + "Setting Mydropbox to /Users/root/Dropbox (ViEWS)/ViEWS\n", + "Overleaf path set to /Users/root/Dropbox (ViEWS)/Apps/Overleaf/VIEWS documentation Fatalities003/\n" + ] + } + ], + "source": [ + "print('User:', username)\n", + "print('Setting Mydropbox to', Mydropbox)\n", + "print('Overleaf path set to', overleafpath)" + ] + }, + { + "cell_type": "markdown", + "id": "fdcf0208", + "metadata": {}, + "source": [ + "## Get data" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "36a457b0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " . fatalities003_baseline; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_baseline_nonlog; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_topics_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", + "fatalities003_aquastat_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_cm_conflict_history_stub; A dataset with 24 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_cm_conflict_history_ext; A dataset with 33 columns, with data between t = 1 and 852. (213 units)\n", + " . fatalities003_vdem_short_stub; A dataset with 57 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_wdi_short_stub; A dataset with 26 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_joint_narrow; A dataset with 39 columns, with data between t = 1 and 852. (213 units)\n", + " . fatalities003_joint_broad_stub; A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", + "fatalities003_faostat_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", + "fatalities003_faoprices_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_imfweo_stub;A dataset with 5 columns, with data between t 1 and 852. (213 units)\n", + " . . . . . . . . . Model: fatalities003_baseline\n", + "Model: fatalities003_topics\n", + "Model: fatalities003_conflict_history\n", + "Model: fatalities003_conflict_history_nonlog\n", + "Model: fatalities003_conflict_history_long\n", + "Model: fatalities003_vdem_short\n", + "Model: fatalities003_wdi_short\n", + "Model: fatalities003_all_features\n", + "Model: fatalities003_joint_narrow\n", + "Model: fatalities003_joint_broad\n", + "Model: fatalities003_joint_broad_nonlog\n", + "Model: fatalities003_imfweo\n" + ] + } + ], + "source": [ + "make_queryset_documentation(level=\"cm\")" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " . fatalities003_baseline; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_baseline_nonlog; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_topics_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", + "fatalities003_aquastat_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_cm_conflict_history_stub; A dataset with 24 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_cm_conflict_history_ext; A dataset with 33 columns, with data between t = 1 and 852. (213 units)\n", + " . fatalities003_vdem_short_stub; A dataset with 57 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_wdi_short_stub; A dataset with 26 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_joint_narrow; A dataset with 39 columns, with data between t = 1 and 852. (213 units)\n", + " . fatalities003_joint_broad_stub; A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", + "fatalities003_faostat_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", + "fatalities003_faoprices_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", + " . fatalities003_imfweo_stub;A dataset with 5 columns, with data between t 1 and 852. (213 units)\n", + " . . . . . . . . . . joint_narrow: A dataset with 39 columns, with data between t = 1 and 852; 213 units.\n", + " . vdem_short: A dataset with 63 columns, with data between t = 1 and 852; 213 units.\n", + " . joint_broad: A dataset with 108 columns, with data between t = 1 and 852; 213 units.\n", + " . topics_003: A dataset with 68 columns, with data between t = 1 and 852; 213 units.\n", + " . all_features: A dataset with 186 columns, with data between t = 1 and 852; 213 units.\n", + " . baseline003: A dataset with 6 columns, with data between t = 1 and 852; 213 units.\n", + " . conflict_ln: A dataset with 30 columns, with data between t = 1 and 852; 213 units.\n", + " . conflictlong_ln: A dataset with 63 columns, with data between t = 1 and 852; 213 units.\n", + " . wdi_short: A dataset with 32 columns, with data between t = 1 and 852; 213 units.\n", + "all_features [9.99840484e-01 1.59318589e-04 1.96990535e-07 2.59914144e-13\n", + " 5.37470633e-16 5.77311028e-17 4.60799782e-17 1.25960180e-17\n", + " 9.98533092e-18 3.88488306e-18 5.68618444e-19 1.03848420e-20\n", + " 1.25981833e-21 1.12590704e-21 9.64861619e-22 2.99707091e-23\n", + " 1.51820373e-23 1.35812991e-23 1.14090555e-23 7.92910035e-24]\n", + "[2.86962084e+16 3.62236647e+14 1.27374308e+13 1.46310036e+10\n", + " 6.65329115e+08 2.18054014e+08 1.94811814e+08 1.01853462e+08\n", + " 9.06860300e+07 5.65650446e+07 2.16406166e+07 2.92455037e+06\n", + " 1.01862216e+06 9.62964833e+05 8.91439090e+05 1.57111389e+05\n", + " 1.11821210e+05 1.05762039e+05 9.69357569e+04 8.08111181e+04]\n", + "topics [1.00000000e+00 2.40404612e-11 3.28451028e-13 7.23176772e-14\n", + " 4.03766444e-14 2.55736843e-14 2.23265204e-14 1.64650245e-14\n", + " 1.57373069e-14 1.30153402e-14]\n", + "[3.55548124e+10 1.74329060e+05 2.03766931e+04 9.56138102e+03\n", + " 7.14436283e+03 5.68584531e+03 5.31262195e+03 4.56225527e+03\n", + " 4.46029515e+03 4.05626343e+03]\n", + "vdem [9.99997984e-01 2.01631280e-06 2.39517587e-11 5.60249786e-14\n", + " 8.22208742e-16 2.68942261e-16 1.34288237e-16 5.42275020e-17\n", + " 4.27413224e-17 3.38483220e-17 1.72177750e-17 1.05019336e-17\n", + " 8.98259516e-18 7.39613834e-18 6.21391897e-18]\n", + "[3.55548129e+10 5.04867934e+07 1.74007328e+05 8.41568913e+03\n", + " 1.01950622e+03 5.83080290e+02 4.12019548e+02 2.61823506e+02\n", + " 2.32446394e+02 2.06855659e+02 1.47532380e+02 1.15221485e+02\n", + " 1.06561358e+02 9.66944056e+01 8.86301793e+01]\n", + "wdi [9.99840484e-01 1.59318589e-04 1.96990535e-07 2.59914133e-13\n", + " 5.37452004e-16 5.77204273e-17 4.60114365e-17 1.25702694e-17\n", + " 9.89799023e-18 1.96594117e-18 3.56845786e-23 1.08282091e-23\n", + " 7.39135051e-25 2.67744795e-25 4.00541848e-26]\n", + "[2.86962084e+16 3.62236647e+14 1.27374308e+13 1.46310032e+10\n", + " 6.65317584e+08 2.18033852e+08 1.94666874e+08 1.01749305e+08\n", + " 9.02885481e+07 4.02387441e+07 1.71434982e+05 9.44359765e+04\n", + " 2.46729488e+04 1.48497683e+04 5.74358573e+03]\n" + ] + } + ], + "source": [ + "datasets = get_data(level = \"cm\")" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "name='fatalities003_conflict_history' loa='country_month' themes=['fatalities003'] description='Predicting ln(fatalities), cm level\\n \\n Queryset with baseline and first set of conflict history features\\n \\n ' operations=[[RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_dep']), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb']), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', 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DatabaseOperation(namespace='base', name='ged2_cm.ged_os_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['splag_1_decay_ged_sb_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='spatial.countrylag', arguments=['1', '1', '0', '0']), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['wdi_sp_pop_totl']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['12']), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), DatabaseOperation(namespace='base', name='wdi_cy.wdi_sp_pop_totl', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_1']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['1']), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_2']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['2']), 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TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_sb_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_acled_os_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_os_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_acled_ns_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_ns_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['splag_1_decay_ged_os_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='spatial.countrylag', arguments=['1', '1', '0', '0']), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_os_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['splag_1_decay_ged_ns_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='spatial.countrylag', arguments=['1', '1', '0', '0']), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_ns_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['gleditsch_ward']), DatabaseOperation(namespace='base', name='country.gwcode', arguments=['values'])]]\n" + ] + } + ], + "source": [ + "ix = 2\n", + "print(qslist[ix])" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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gleditsch_wardged_sb_depged_sbln_ged_nsln_ged_osln_acled_sbln_acled_sb_countln_acled_oswdi_sp_pop_totlwdi_sm_pop_netm...topic10_conflict_t1_stocktopic11_diplomacy_t1_stocktopic12_power_t1_stocktopic13_sports_t1_stocktopic14_judiciary_t1_stocksplag_topic2_sanctions_t1_stocksplag_topic10_conflict_t1_stocksplag_topic11_diplomacy_t1_stocksplag_topic12_power_t1_stocksplag_topic14_judiciary_t1_stock
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2115.00.00.00.00.0000000.00.00.0375112.0-7390.0...0.0000000.000000.000000.0000000.000001.202444.6637205.4301311.898723.41727
352.00.00.00.00.0000000.00.00.01127852.0-10709.0...3.8297808.296725.600530.8547302.329600.000000.0000000.000000.000000.00000
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5990.00.00.00.00.0000000.00.00.0164905.0-3270.0...0.0000000.000000.000000.0000000.000000.000000.0000000.000000.000000.00000
.....................................................................
852242510.00.00.00.00.0000000.00.00.063588334.0-4865.0...27.3271411.2082710.344310.2319707.272300.000000.0000000.000000.000000.00000
243600.00.00.00.00.0000000.00.00.037076584.0-46242.0...10.0526807.053303.761881.49437020.137510.000000.0000000.000000.000000.00000
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" + ], + "text/plain": [ + " gleditsch_ward ged_sb_dep ged_sb ln_ged_ns ln_ged_os \\\n", + "month_id country_id \n", + "1 1 110.0 0.0 0.0 0.0 0.000000 \n", + " 2 115.0 0.0 0.0 0.0 0.000000 \n", + " 3 52.0 0.0 0.0 0.0 0.000000 \n", + " 4 101.0 0.0 0.0 0.0 0.000000 \n", + " 5 990.0 0.0 0.0 0.0 0.000000 \n", + "... ... ... ... ... ... \n", + "852 242 510.0 0.0 0.0 0.0 0.000000 \n", + " 243 600.0 0.0 0.0 0.0 0.000000 \n", + " 244 435.0 0.0 0.0 0.0 0.000000 \n", + " 245 625.0 510.0 510.0 0.0 1.386294 \n", + " 246 626.0 0.0 0.0 0.0 0.693147 \n", + "\n", + " ln_acled_sb ln_acled_sb_count ln_acled_os \\\n", + "month_id country_id \n", + "1 1 0.0 0.0 0.0 \n", + " 2 0.0 0.0 0.0 \n", + " 3 0.0 0.0 0.0 \n", + " 4 0.0 0.0 0.0 \n", + " 5 0.0 0.0 0.0 \n", + "... ... ... ... \n", + "852 242 0.0 0.0 0.0 \n", + " 243 0.0 0.0 0.0 \n", + " 244 0.0 0.0 0.0 \n", + " 245 0.0 0.0 0.0 \n", + " 246 0.0 0.0 0.0 \n", + "\n", + " wdi_sp_pop_totl wdi_sm_pop_netm ... \\\n", + "month_id country_id ... \n", + "1 1 778176.0 -15059.0 ... \n", + " 2 375112.0 -7390.0 ... \n", + " 3 1127852.0 -10709.0 ... \n", + " 4 15210443.0 244.0 ... \n", + " 5 164905.0 -3270.0 ... \n", + "... ... ... ... \n", + "852 242 63588334.0 -4865.0 ... \n", + " 243 37076584.0 -46242.0 ... \n", + " 244 4614974.0 -1494.0 ... \n", + " 245 45657202.0 -15223.0 ... \n", + " 246 10748272.0 -31885.0 ... \n", + "\n", + " topic10_conflict_t1_stock topic11_diplomacy_t1_stock \\\n", + "month_id country_id \n", + "1 1 0.113060 2.74194 \n", + " 2 0.000000 0.00000 \n", + " 3 3.829780 8.29672 \n", + " 4 1.531210 3.78772 \n", + " 5 0.000000 0.00000 \n", + "... ... ... \n", + "852 242 27.327141 1.20827 \n", + " 243 10.052680 7.05330 \n", + " 244 2.653550 1.01474 \n", + " 245 11.256440 1.63621 \n", + " 246 8.757720 1.84120 \n", + "\n", + " topic12_power_t1_stock topic13_sports_t1_stock \\\n", + "month_id country_id \n", + "1 1 2.12884 60.976009 \n", + " 2 0.00000 0.000000 \n", + " 3 5.60053 0.854730 \n", + " 4 11.34837 3.090630 \n", + " 5 0.00000 0.000000 \n", + "... ... ... \n", + "852 242 10.34431 0.231970 \n", + " 243 3.76188 1.494370 \n", + " 244 3.45133 2.918570 \n", + " 245 2.05500 0.972050 \n", + " 246 2.51177 2.051670 \n", + "\n", + " topic14_judiciary_t1_stock \\\n", + "month_id country_id \n", + "1 1 0.96870 \n", + " 2 0.00000 \n", + " 3 2.32960 \n", + " 4 3.95208 \n", + " 5 0.00000 \n", + "... ... \n", + "852 242 7.27230 \n", + " 243 20.13751 \n", + " 244 6.39670 \n", + " 245 2.53410 \n", + " 246 1.93249 \n", + "\n", + " splag_topic2_sanctions_t1_stock \\\n", + "month_id country_id \n", + "1 1 1.29592 \n", + " 2 1.20244 \n", + " 3 0.00000 \n", + " 4 2.27568 \n", + " 5 0.00000 \n", + "... ... \n", + "852 242 0.00000 \n", + " 243 0.00000 \n", + " 244 0.00000 \n", + " 245 0.00000 \n", + " 246 0.00000 \n", + "\n", + " splag_topic10_conflict_t1_stock \\\n", + "month_id country_id \n", + "1 1 6.081870 \n", + " 2 4.663720 \n", + " 3 0.000000 \n", + " 4 19.162361 \n", + " 5 0.000000 \n", + "... ... \n", + "852 242 0.000000 \n", + " 243 0.000000 \n", + " 244 0.000000 \n", + " 245 0.000000 \n", + " 246 0.000000 \n", + "\n", + " splag_topic11_diplomacy_t1_stock \\\n", + "month_id country_id \n", + "1 1 6.47591 \n", + " 2 5.43013 \n", + " 3 0.00000 \n", + " 4 12.22174 \n", + " 5 0.00000 \n", + "... ... \n", + "852 242 0.00000 \n", + " 243 0.00000 \n", + " 244 0.00000 \n", + " 245 0.00000 \n", + " 246 0.00000 \n", + "\n", + " splag_topic12_power_t1_stock \\\n", + "month_id country_id \n", + "1 1 21.11825 \n", + " 2 11.89872 \n", + " 3 0.00000 \n", + " 4 27.97641 \n", + " 5 0.00000 \n", + "... ... \n", + "852 242 0.00000 \n", + " 243 0.00000 \n", + " 244 0.00000 \n", + " 245 0.00000 \n", + " 246 0.00000 \n", + "\n", + " splag_topic14_judiciary_t1_stock \n", + "month_id country_id \n", + "1 1 6.40065 \n", + " 2 3.41727 \n", + " 3 0.00000 \n", + " 4 14.04929 \n", + " 5 0.00000 \n", + "... ... \n", + "852 242 0.00000 \n", + " 243 0.00000 \n", + " 244 0.00000 \n", + " 245 0.00000 \n", + " 246 0.00000 \n", + "\n", + "[158230 rows x 108 columns]" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datasets[ix][\"df\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "#import pickle\n", + "\n", + "#with open('datasets.pkl', 'wb') as f:\n", + "# pickle.dump(datasets, f)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "#with open('datasets.pkl', 'rb') as f:\n", + "# loaded_dict = pickle.load(f)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "3bc3fa65", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
FixedFirstSplitRegression(ones_name='LGBMClassifier',\n",
+       "                          zeros_name='LGBMRegressor')
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "FixedFirstSplitRegression(ones_name='LGBMClassifier',\n", + " zeros_name='LGBMRegressor')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#FixedFirstSplitRegression(ones_name='LGBMClassifier', zeros_name='LGBMRegressor', ones_indicator = '')" + ] + }, + { + "cell_type": "markdown", + "id": "a925bdb3", + "metadata": {}, + "source": [ + "# Generating predictions\n", + "Using the ViEWS3 partitioning/stepshifting syntax. Training models for A: calibration partition and B: test partition, to test out some calibration routines. Most models trained with ln_ged_sb_best as outcome." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "990574dd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on class ModelMetadata in module views_schema.models:\n", + "\n", + "class ModelMetadata(pydantic.main.BaseModel)\n", + " | ModelMetadata(*, author: str, queryset_name: str, train_start: int, train_end: int, steps: Optional[List[int]] = None, training_date: datetime.datetime) -> None\n", + " | \n", + " | ModelMetadata\n", + " | =============\n", + " | \n", + " | Data used to organize model objects.\n", + " | \n", + " | parameters:\n", + " | author (str): Name of the user that authored the model object.\n", + " | queryset_name (str): Name of the queryset used to train the model\n", + " | train_start (int): Month identifier for training start date\n", + " | train_start (int): Month identifier for training end date\n", + " | training_date (datetime.datetime): Timestamp for training date (use datetime.datetime.now())\n", + " | \n", + " | example:\n", + " | \n", + " | # Instantiate the class with values\n", + " | \n", + " | my_metadata = ModelMetadata(\n", + " | author = \"my_name\",\n", + " | queryset_name = \"my_queryset\",\n", + " | train_start = 1,\n", + " | train_end = 300,\n", + " | steps = [1,2,3],\n", + " | training_date = datetime.datetime.now())\n", + " | \n", + " | # Create metadata with a views_runs.ViewsRun object. This fetches\n", + " | # values from the associated StepshiftedModels and DataPartitioner\n", + " | # objects.\n", + " | \n", + " | my_metadata = my_run.create_model_metadata(\n", + " | author = \"me\",\n", + " | queryset_name = \"my_queryset\",\n", + " | training_partition_name = \"A\",\n", + " | )\n", + " | \n", + " | Method resolution order:\n", + " | ModelMetadata\n", + " | pydantic.main.BaseModel\n", + " | pydantic.utils.Representation\n", + " | builtins.object\n", + " | \n", + " | Static methods defined here:\n", + " | \n", + " | __json_encoder__ = pydantic_encoder(obj: Any) -> Any\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data and other attributes defined here:\n", + " | \n", + " | __abstractmethods__ = frozenset()\n", + " | \n", + " | __annotations__ = {'author': , 'queryset_name': \n", + " | \n", + " | __custom_root_type__ = False\n", + " | \n", + " | __exclude_fields__ = None\n", + " | \n", + " | __fields__ = {'author': ModelField(name='author', type=str, required=T...\n", + " | \n", + " | __hash__ = None\n", + " | \n", + " | __include_fields__ = None\n", + " | \n", + " | __post_root_validators__ = []\n", + " | \n", + " | __pre_root_validators__ = []\n", + " | \n", + " | __private_attributes__ = {}\n", + " | \n", + " | __schema_cache__ = {}\n", + " | \n", + " | __signature__ = bool\n", + " | \n", + " | __getstate__(self) -> 'DictAny'\n", + " | \n", + " | __init__(__pydantic_self__, **data: Any) -> None\n", + " | Create a new model by parsing and validating input data from keyword arguments.\n", + " | \n", + " | Raises ValidationError if the input data cannot be parsed to form a valid model.\n", + " | \n", + " | __iter__(self) -> 'TupleGenerator'\n", + " | so `dict(model)` works\n", + " | \n", + " | __repr_args__(self) -> 'ReprArgs'\n", + " | \n", + " | __setattr__(self, name, value)\n", + " | \n", + " | __setstate__(self, state: 'DictAny') -> None\n", + " | \n", + " | copy(self: 'Model', *, include: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, exclude: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, update: Optional[ForwardRef('DictStrAny')] = None, deep: bool = False) -> 'Model'\n", + " | Duplicate a model, optionally choose which fields to include, exclude and change.\n", + " | \n", + " | :param include: fields to include in new model\n", + " | :param exclude: fields to exclude from new model, as with values this takes precedence over include\n", + " | :param update: values to change/add in the new model. Note: the data is not validated before creating\n", + " | the new model: you should trust this data\n", + " | :param deep: set to `True` to make a deep copy of the model\n", + " | :return: new model instance\n", + " | \n", + " | dict(self, *, include: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, exclude: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, by_alias: bool = False, skip_defaults: Optional[bool] = None, exclude_unset: bool = False, exclude_defaults: bool = False, exclude_none: bool = False) -> 'DictStrAny'\n", + " | Generate a dictionary representation of the model, optionally specifying which fields to include or exclude.\n", + " | \n", + " | json(self, *, include: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, exclude: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, by_alias: bool = False, skip_defaults: Optional[bool] = None, exclude_unset: bool = False, exclude_defaults: bool = False, exclude_none: bool = False, encoder: Optional[Callable[[Any], Any]] = None, models_as_dict: bool = True, **dumps_kwargs: Any) -> 'unicode'\n", + " | Generate a JSON representation of the model, `include` and `exclude` arguments as per `dict()`.\n", + " | \n", + " | `encoder` is an optional function to supply as `default` to json.dumps(), other arguments as per `json.dumps()`.\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Class methods inherited from pydantic.main.BaseModel:\n", + " | \n", + " | __get_validators__() -> 'CallableGenerator' from pydantic.main.ModelMetaclass\n", + " | \n", + " | __try_update_forward_refs__(**localns: Any) -> None from pydantic.main.ModelMetaclass\n", + " | Same as update_forward_refs but will not raise exception\n", + " | when forward references are not defined.\n", + " | \n", + " | construct(_fields_set: Optional[ForwardRef('SetStr')] = None, **values: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", + " | Creates a new model setting __dict__ and __fields_set__ from trusted or pre-validated data.\n", + " | Default values are respected, but no other validation is performed.\n", + " | Behaves as if `Config.extra = 'allow'` was set since it adds all passed values\n", + " | \n", + " | from_orm(obj: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", + " | \n", + " | parse_file(path: Union[str, pathlib.Path], *, content_type: 'unicode' = None, encoding: 'unicode' = 'utf8', proto: pydantic.parse.Protocol = None, allow_pickle: bool = False) -> 'Model' from pydantic.main.ModelMetaclass\n", + " | \n", + " | parse_obj(obj: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", + " | \n", + " | parse_raw(b: Union[str, bytes], *, content_type: 'unicode' = None, encoding: 'unicode' = 'utf8', proto: pydantic.parse.Protocol = None, allow_pickle: bool = False) -> 'Model' from pydantic.main.ModelMetaclass\n", + " | \n", + " | schema(by_alias: bool = True, ref_template: 'unicode' = '#/definitions/{model}') -> 'DictStrAny' from pydantic.main.ModelMetaclass\n", + " | \n", + " | schema_json(*, by_alias: bool = True, ref_template: 'unicode' = '#/definitions/{model}', **dumps_kwargs: Any) -> 'unicode' from pydantic.main.ModelMetaclass\n", + " | \n", + " | update_forward_refs(**localns: Any) -> None from pydantic.main.ModelMetaclass\n", + " | Try to update ForwardRefs on fields based on this Model, globalns and localns.\n", + " | \n", + " | validate(value: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors inherited from pydantic.main.BaseModel:\n", + " | \n", + " | __dict__\n", + " | dictionary for instance variables (if defined)\n", + " | \n", + " | __fields_set__\n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Data and other attributes inherited from pydantic.main.BaseModel:\n", + " | \n", + " | Config = \n", + " | \n", + " | ----------------------------------------------------------------------\n", + " | Methods inherited from pydantic.utils.Representation:\n", + " | \n", + " | __pretty__(self, fmt: Callable[[Any], Any], **kwargs: Any) -> Generator[Any, NoneType, NoneType]\n", + " | Used by devtools (https://python-devtools.helpmanual.io/) to provide a human readable representations of objects\n", + " | \n", + " | __repr__(self) -> 'unicode'\n", + " | \n", + " | __repr_name__(self) -> 'unicode'\n", + " | Name of the instance's class, used in __repr__.\n", + " | \n", + " | __repr_str__(self, join_str: 'unicode') -> 'unicode'\n", + " | \n", + " | __rich_repr__(self) -> 'RichReprResult'\n", + " | Get fields for Rich library\n", + " | \n", + " | __str__(self) -> 'unicode'\n", + "\n" + ] + } + ], + "source": [ + "from views_runs import ModelMetadata \n", + "help(ModelMetadata)" + ] + }, + { + "cell_type": "markdown", + "id": "eaf49bd2", + "metadata": {}, + "source": [ + "## Checking missingness and infinity values" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "dfe61e37", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "joint_narrow\n", + "vdem_short\n", + "joint_broad\n", + "topics_003\n", + "all_features\n", + "baseline003\n", + "conflict_ln\n", + "conflictlong_ln\n", + "wdi_short\n", + "pca_all\n", + "pca_topics\n", + "pca_vdem\n", + "pca_wdi\n" + ] + } + ], + "source": [ + "N=51\n", + "for i in range(len(Datasets)):\n", + " df = Datasets[i]['df']\n", + " print(Datasets[i]['Name'])\n", + " for col in df.iloc[: , :N].columns:\n", + " if df[col].isnull().sum() > 0 or np.isinf(df).values.sum() > 0:\n", + " print(col,len(df[col]), 'missing:', df[col].isnull().sum(), 'infinity:', np.isinf(df).values.sum())\n" + ] + }, + { + "cell_type": "markdown", + "id": "c761eb9c", + "metadata": {}, + "source": [ + "# Specify models in ensemble" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "425514d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 fatalities003_nl_baseline_rf baseline003\n", + "1 fatalities003_nl_conflicthistory_rf conflict_ln\n", + "2 fatalities003_nl_conflicthistory_hurdle_lgb conflict_ln\n", + "3 fatalities003_nl_conflicthistory_long_xgb conflictlong_ln\n", + "4 fatalities003_nl_vdem_hurdle_xgb vdem_short\n", + "5 fatalities003_nl_wdi_rf wdi_short\n", + "6 fatalities003_nl_topics_rf topics_003\n", + "7 fatalities003_nl_topics_xgb topics_003\n", + "8 fatalities003_nl_topics_hurdle_lgb topics_003\n", + "9 fatalities003_nl_joint_broad_rf joint_broad\n", + "10 fatalities003_nl_joint_broad_hurdle_rf joint_broad\n", + "11 fatalities003_joint_narrow_xgb joint_narrow\n", + "12 fatalities003_nl_joint_narrow_hurdle_xgb joint_narrow\n", + "13 fatalities003_nl_joint_narrow_hurdle_lgb joint_narrow\n", + "14 fatalities003_nl_all_pca3_xgb all_features\n" + ] + } + ], + "source": [ + "from ModelDefinitions import DefineEnsembleModels\n", + "\n", + "ModelList = DefineEnsembleModels('cm')\n", + " \n", + "for imodel,model in enumerate(ModelList):\n", + " print(imodel, model['modelname'], model['data_train'])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "9b1b6322", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'modelname': 'fatalities003_nl_baseline_rf',\n", + " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bytree=None,\n", + " early_stopping_rounds=None, enable_categorical=False,\n", + " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", + " grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=300, n_jobs=12, num_parallel_tree=None,\n", + " objective='reg:squarederror', predictor=None, random_state=None,\n", + " reg_alpha=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'baseline003',\n", + " 'queryset': 'fatalities003_baseline',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': 'Baseline model with a few conflict history features as well as log population, random forests regression model.',\n", + " 'long_description': 'A very simple model with only five data columns (each column representing one feature): The number of fatalities in the same country at $t-1$, three decay functions of time since there was at least five fatalities in a single month, for each of the UCDP conflict types -- state-based, one-sided, or non-state conflict -- and log population size (Hegre2020RP,Pettersson2021JPR).The features in the baseline are included in all the models described below. This ensures that all models in the ensemble provides at least moderately good predictions, while guaranteeing diversity in feature sets and modelling approaches.',\n", + " 'predstore_calib': 'cm_fatalities003_nl_baseline_rf_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_baseline_rf_test'},\n", + " {'modelname': 'fatalities003_nl_conflicthistory_rf',\n", + " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bytree=None,\n", + " early_stopping_rounds=None, enable_categorical=False,\n", + " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", + " grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", + " objective='reg:squarederror', predictor=None, random_state=None,\n", + " reg_alpha=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'conflict_ln',\n", + " 'queryset': 'fatalities003_conflict_history',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': 'A collection of variables that together map the conflict history of a country, random forests regression model.',\n", + " 'long_description': 'A collection of variables that together map the conflict history of a country. The features include lagged dependent variables for each conflict type as coded by the UCDP (state-based, one-sided, or non-state) for up to each of the preceding six months, decay functions of time since conflict caused 5, 100, and 500 deaths in a month, for each type of violence, whether ACLED (https://doi.org/10.1177/0022343310378914 recorded similar violence, and whether there was recent violence in any neighboring countries.',\n", + " 'predstore_calib': 'cm_fatalities003_nl_conflicthistory_rf_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_conflicthistory_rf_test'},\n", + " {'modelname': 'fatalities003_nl_conflicthistory_hurdle_lgb',\n", + " 'algorithm': HurdleRegression(clf_name='LGBMClassifier', reg_name='LGBMRegressor'),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'conflict_ln',\n", + " 'queryset': 'fatalities003_conflict_history',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_conflicthistory_hurdle_lgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_conflicthistory_hurdle_lgb_test'},\n", + " {'modelname': 'fatalities003_nl_conflicthistory_long_xgb',\n", + " 'algorithm': XGBRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bynode=None,\n", + " colsample_bytree=None, early_stopping_rounds=None,\n", + " enable_categorical=False, eval_metric=None, feature_types=None,\n", + " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, learning_rate=0.05, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=100, n_jobs=12, num_parallel_tree=None,\n", + " predictor=None, random_state=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'conflictlong_ln',\n", + " 'queryset': 'fatalities003_conflict_history_long',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_conflicthistory_long_xgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_conflicthistory_long_xgb_test'},\n", + " {'modelname': 'fatalities003_nl_vdem_hurdle_xgb',\n", + " 'algorithm': HurdleRegression(clf_name='XGBClassifier', reg_name='XGBRegressor'),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'vdem_short',\n", + " 'queryset': 'fatalities003_vdem_short',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_vdem_hurdle_xgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_vdem_hurdle_xgb_test'},\n", + " {'modelname': 'fatalities003_nl_wdi_rf',\n", + " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bytree=None,\n", + " early_stopping_rounds=None, enable_categorical=False,\n", + " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", + " grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=300, n_jobs=12, num_parallel_tree=None,\n", + " objective='reg:squarederror', predictor=None, random_state=None,\n", + " reg_alpha=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'wdi_short',\n", + " 'queryset': 'fatalities003_wdi_short',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_wdi_rf_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_wdi_rf_test'},\n", + " {'modelname': 'fatalities003_nl_topics_rf',\n", + " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bytree=None,\n", + " early_stopping_rounds=None, enable_categorical=False,\n", + " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", + " grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", + " objective='reg:squarederror', predictor=None, random_state=None,\n", + " reg_alpha=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'topics_003',\n", + " 'queryset': 'fatalities003_topics',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_topics_rf_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_topics_rf_test'},\n", + " {'modelname': 'fatalities003_nl_topics_xgb',\n", + " 'algorithm': XGBRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bynode=None,\n", + " colsample_bytree=None, early_stopping_rounds=None,\n", + " enable_categorical=False, eval_metric=None, feature_types=None,\n", + " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, learning_rate=0.05, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=80, n_jobs=12, num_parallel_tree=None, predictor=None,\n", + " random_state=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'topics_003',\n", + " 'queryset': 'fatalities003_topics',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_topics_xgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_topics_xgb_test'},\n", + " {'modelname': 'fatalities003_nl_topics_hurdle_lgb',\n", + " 'algorithm': HurdleRegression(clf_name='LGBMClassifier', reg_name='LGBMRegressor'),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'topics_003',\n", + " 'queryset': 'fatalities003_topics',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_topics_hurdle_lgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_topics_hurdle_lgb_test'},\n", + " {'modelname': 'fatalities003_nl_joint_broad_rf',\n", + " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bytree=None,\n", + " early_stopping_rounds=None, enable_categorical=False,\n", + " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", + " grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", + " objective='reg:squarederror', predictor=None, random_state=None,\n", + " reg_alpha=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'joint_broad',\n", + " 'queryset': 'fatalities003_joint_broad',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_joint_broad_rf_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_joint_broad_rf_test'},\n", + " {'modelname': 'fatalities003_nl_joint_broad_hurdle_rf',\n", + " 'algorithm': HurdleRegression(clf_name='RFClassifier', reg_name='RFRegressor'),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'joint_broad',\n", + " 'queryset': 'fatalities003_joint_broad',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_joint_broad_hurdle_rf_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_joint_broad_hurdle_rf_test'},\n", + " {'modelname': 'fatalities003_joint_narrow_xgb',\n", + " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bytree=None,\n", + " early_stopping_rounds=None, enable_categorical=False,\n", + " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", + " grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", + " objective='reg:squarederror', predictor=None, random_state=None,\n", + " reg_alpha=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'joint_narrow',\n", + " 'queryset': 'fatalities003_joint_narrow',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_joint_narrow_xgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_joint_narrow_xgb_test'},\n", + " {'modelname': 'fatalities003_nl_joint_narrow_hurdle_xgb',\n", + " 'algorithm': HurdleRegression(clf_name='XGBClassifier', reg_name='XGBRegressor'),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'joint_narrow',\n", + " 'queryset': 'fatalities003_joint_narrow',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_joint_narrow_hurdle_xgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_joint_narrow_hurdle_xgb_test'},\n", + " {'modelname': 'fatalities003_nl_joint_narrow_hurdle_lgb',\n", + " 'algorithm': HurdleRegression(clf_name='LGBMClassifier', reg_name='LGBMRegressor'),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'joint_narrow',\n", + " 'queryset': 'fatalities003_joint_narrow',\n", + " 'preprocessing': 'float_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_joint_narrow_hurdle_lgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_joint_narrow_hurdle_lgb_test'},\n", + " {'modelname': 'fatalities003_nl_all_pca3_xgb',\n", + " 'algorithm': XGBRegressor(base_score=None, booster=None, callbacks=None,\n", + " colsample_bylevel=None, colsample_bynode=None,\n", + " colsample_bytree=None, early_stopping_rounds=None,\n", + " enable_categorical=False, eval_metric=None, feature_types=None,\n", + " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", + " interaction_constraints=None, learning_rate=0.05, max_bin=None,\n", + " max_cat_threshold=None, max_cat_to_onehot=None,\n", + " max_delta_step=None, max_depth=None, max_leaves=None,\n", + " min_child_weight=None, missing=nan, monotone_constraints=None,\n", + " n_estimators=100, n_jobs=12, num_parallel_tree=None,\n", + " predictor=None, random_state=None, ...),\n", + " 'depvar': 'ged_sb_dep',\n", + " 'data_train': 'all_features',\n", + " 'queryset': 'fatalities003_all_features',\n", + " 'preprocessing': 'pca_it',\n", + " 'level': 'cm',\n", + " 'description': '',\n", + " 'long_description': '',\n", + " 'predstore_calib': 'cm_fatalities003_nl_all_pca3_xgb_calib',\n", + " 'predstore_test': 'cm_fatalities003_nl_all_pca3_xgb_test'}]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ModelList" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "613b4f05", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 fatalities003_nl_baseline_rf baseline003\n" + ] + } + ], + "source": [ + "outcome = 'sb'\n", + "EnsembleMetaData_df = document_ensemble(ModelList,outcome)\n", + "if username == 'havardhegre1':\n", + " filename = overleafpath + f'Tables/Evaluation/Ensemble_{outcome}.md'\n", + " EnsembleMetaData_df.to_markdown(index=False, buf=filename)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "10c58f37", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 fatalities003_nl_baseline_rf\n", + "Calibration partition 2023-11-20 13:49:40.614977\n", + " * == Performing a run: \"fatalities003_nl_baseline_rf_calib\" == * \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model object named \"fatalities003_nl_baseline_rf_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_baseline_rf_calib\" from storage\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:49:43.354135\n", + "pr_56_cm_fatalities003_nl_baseline_rf_calib.parquet\n", + "Test partition 2023-11-20 13:49:47.372134\n", + " * == Performing a run: \"fatalities003_nl_baseline_rf_test\" == * \n", + "Model object named \"fatalities003_nl_baseline_rf_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_baseline_rf_test\" from storage\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:49:49.825530\n", + "pr_56_cm_fatalities003_nl_baseline_rf_test.parquet\n", + "**************************************************************\n", + "1 fatalities003_nl_conflicthistory_rf\n", + "Calibration partition 2023-11-20 13:49:53.884820\n", + " * == Performing a run: \"fatalities003_nl_conflicthistory_rf_calib\" == * \n", + "Model object named \"fatalities003_nl_conflicthistory_rf_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_conflicthistory_rf_calib\" from storage\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:49:55.890683\n", + "pr_56_cm_fatalities003_nl_conflicthistory_rf_calib.parquet\n", + "Test partition 2023-11-20 13:50:00.102801\n", + " * == Performing a run: \"fatalities003_nl_conflicthistory_rf_test\" == * \n", + "Model object named \"fatalities003_nl_conflicthistory_rf_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_conflicthistory_rf_test\" from storage\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:50:02.073554\n", + "pr_56_cm_fatalities003_nl_conflicthistory_rf_test.parquet\n", + "**************************************************************\n", + "2 fatalities003_nl_conflicthistory_hurdle_lgb\n", + "Calibration partition 2023-11-20 13:50:06.199604\n", + " * == Performing a run: \"fatalities003_nl_conflicthistory_hurdle_lgb_calib\" == * \n", + "Model object named \"fatalities003_nl_conflicthistory_hurdle_lgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_conflicthistory_hurdle_lgb_calib\" from storage\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", + "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying to retrieve predictions 2023-11-20 13:50:10.870338\n", + "pr_56_cm_fatalities003_nl_conflicthistory_hurdle_lgb_calib.parquet\n", + "Test partition 2023-11-20 13:50:15.115849\n", + " * == Performing a run: \"fatalities003_nl_conflicthistory_hurdle_lgb_test\" == * \n", + "Model object named \"fatalities003_nl_conflicthistory_hurdle_lgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_conflicthistory_hurdle_lgb_test\" from storage\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", + "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying to retrieve predictions 2023-11-20 13:50:19.442131\n", + "pr_56_cm_fatalities003_nl_conflicthistory_hurdle_lgb_test.parquet\n", + "**************************************************************\n", + "3 fatalities003_nl_conflicthistory_long_xgb\n", + "Calibration partition 2023-11-20 13:50:23.571004\n", + " * == Performing a run: \"fatalities003_nl_conflicthistory_long_xgb_calib\" == * \n", + "Model object named \"fatalities003_nl_conflicthistory_long_xgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_conflicthistory_long_xgb_calib\" from storage\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:50:24.931368\n", + "pr_56_cm_fatalities003_nl_conflicthistory_long_xgb_calib.parquet\n", + "Test partition 2023-11-20 13:50:29.247981\n", + " * == Performing a run: \"fatalities003_nl_conflicthistory_long_xgb_test\" == * \n", + "Model object named \"fatalities003_nl_conflicthistory_long_xgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_conflicthistory_long_xgb_test\" from storage\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:50:30.469969\n", + "pr_56_cm_fatalities003_nl_conflicthistory_long_xgb_test.parquet\n", + "**************************************************************\n", + "4 fatalities003_nl_vdem_hurdle_xgb\n", + "Calibration partition 2023-11-20 13:50:34.647485\n", + " * == Performing a run: \"fatalities003_nl_vdem_hurdle_xgb_calib\" == * \n", + "Model object named \"fatalities003_nl_vdem_hurdle_xgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_vdem_hurdle_xgb_calib\" from storage\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:50:36.483297\n", + "pr_56_cm_fatalities003_nl_vdem_hurdle_xgb_calib.parquet\n", + "Test partition 2023-11-20 13:50:40.771927\n", + " * == Performing a run: \"fatalities003_nl_vdem_hurdle_xgb_test\" == * \n", + "Model object named \"fatalities003_nl_vdem_hurdle_xgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_vdem_hurdle_xgb_test\" from storage\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:50:42.465726\n", + "pr_56_cm_fatalities003_nl_vdem_hurdle_xgb_test.parquet\n", + "**************************************************************\n", + "5 fatalities003_nl_wdi_rf\n", + "Calibration partition 2023-11-20 13:50:46.613900\n", + " * == Performing a run: \"fatalities003_nl_wdi_rf_calib\" == * \n", + "Model object named \"fatalities003_nl_wdi_rf_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_wdi_rf_calib\" from storage\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:50:48.949042\n", + "pr_56_cm_fatalities003_nl_wdi_rf_calib.parquet\n", + "Test partition 2023-11-20 13:50:52.989189\n", + " * == Performing a run: \"fatalities003_nl_wdi_rf_test\" == * \n", + "Model object named \"fatalities003_nl_wdi_rf_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_wdi_rf_test\" from storage\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:50:55.469451\n", + "pr_56_cm_fatalities003_nl_wdi_rf_test.parquet\n", + "**************************************************************\n", + "6 fatalities003_nl_topics_rf\n", + "Calibration partition 2023-11-20 13:50:59.605253\n", + " * == Performing a run: \"fatalities003_nl_topics_rf_calib\" == * \n", + "Model object named \"fatalities003_nl_topics_rf_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_topics_rf_calib\" from storage\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:51:01.996968\n", + "pr_56_cm_fatalities003_nl_topics_rf_calib.parquet\n", + "Test partition 2023-11-20 13:51:06.593398\n", + " * == Performing a run: \"fatalities003_nl_topics_rf_test\" == * \n", + "Model object named \"fatalities003_nl_topics_rf_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_topics_rf_test\" from storage\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:51:08.668005\n", + "pr_56_cm_fatalities003_nl_topics_rf_test.parquet\n", + "**************************************************************\n", + "7 fatalities003_nl_topics_xgb\n", + "Calibration partition 2023-11-20 13:51:13.182386\n", + " * == Performing a run: \"fatalities003_nl_topics_xgb_calib\" == * \n", + "Model object named \"fatalities003_nl_topics_xgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_topics_xgb_calib\" from storage\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:51:14.473277\n", + "pr_56_cm_fatalities003_nl_topics_xgb_calib.parquet\n", + "Test partition 2023-11-20 13:51:19.050937\n", + " * == Performing a run: \"fatalities003_nl_topics_xgb_test\" == * \n", + "Model object named \"fatalities003_nl_topics_xgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_topics_xgb_test\" from storage\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:51:20.310417\n", + "pr_56_cm_fatalities003_nl_topics_xgb_test.parquet\n", + "**************************************************************\n", + "8 fatalities003_nl_topics_hurdle_lgb\n", + "Calibration partition 2023-11-20 13:51:24.746555\n", + " * == Performing a run: \"fatalities003_nl_topics_hurdle_lgb_calib\" == * \n", + "Model object named \"fatalities003_nl_topics_hurdle_lgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_topics_hurdle_lgb_calib\" from storage\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", + "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying to retrieve predictions 2023-11-20 13:51:28.844398\n", + "pr_56_cm_fatalities003_nl_topics_hurdle_lgb_calib.parquet\n", + "Test partition 2023-11-20 13:51:33.532504\n", + " * == Performing a run: \"fatalities003_nl_topics_hurdle_lgb_test\" == * \n", + "Model object named \"fatalities003_nl_topics_hurdle_lgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_topics_hurdle_lgb_test\" from storage\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", + "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying to retrieve predictions 2023-11-20 13:51:37.802310\n", + "pr_56_cm_fatalities003_nl_topics_hurdle_lgb_test.parquet\n", + "**************************************************************\n", + "9 fatalities003_nl_joint_broad_rf\n", + "Calibration partition 2023-11-20 13:51:42.430009\n", + " * == Performing a run: \"fatalities003_nl_joint_broad_rf_calib\" == * \n", + "Model object named \"fatalities003_nl_joint_broad_rf_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_broad_rf_calib\" from storage\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:51:44.478480\n", + "pr_56_cm_fatalities003_nl_joint_broad_rf_calib.parquet\n", + "Test partition 2023-11-20 13:51:48.814548\n", + " * == Performing a run: \"fatalities003_nl_joint_broad_rf_test\" == * \n", + "Model object named \"fatalities003_nl_joint_broad_rf_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_broad_rf_test\" from storage\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:51:50.755615\n", + "pr_56_cm_fatalities003_nl_joint_broad_rf_test.parquet\n", + "**************************************************************\n", + "10 fatalities003_nl_joint_broad_hurdle_rf\n", + "Calibration partition 2023-11-20 13:51:55.177191\n", + " * == Performing a run: \"fatalities003_nl_joint_broad_hurdle_rf_calib\" == * \n", + "Model object named \"fatalities003_nl_joint_broad_hurdle_rf_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_broad_hurdle_rf_calib\" from storage\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:51:58.379557\n", + "pr_56_cm_fatalities003_nl_joint_broad_hurdle_rf_calib.parquet\n", + "Test partition 2023-11-20 13:52:02.951510\n", + " * == Performing a run: \"fatalities003_nl_joint_broad_hurdle_rf_test\" == * \n", + "Model object named \"fatalities003_nl_joint_broad_hurdle_rf_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_broad_hurdle_rf_test\" from storage\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:52:06.417758\n", + "pr_56_cm_fatalities003_nl_joint_broad_hurdle_rf_test.parquet\n", + "**************************************************************\n", + "11 fatalities003_joint_narrow_xgb\n", + "Calibration partition 2023-11-20 13:52:10.765501\n", + " * == Performing a run: \"fatalities003_joint_narrow_xgb_calib\" == * \n", + "Model object named \"fatalities003_joint_narrow_xgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_joint_narrow_xgb_calib\" from storage\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:52:13.166698\n", + "pr_56_cm_fatalities003_joint_narrow_xgb_calib.parquet\n", + "Test partition 2023-11-20 13:52:17.238737\n", + " * == Performing a run: \"fatalities003_joint_narrow_xgb_test\" == * \n", + "Model object named \"fatalities003_joint_narrow_xgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_joint_narrow_xgb_test\" from storage\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:52:19.694010\n", + "pr_56_cm_fatalities003_joint_narrow_xgb_test.parquet\n", + "**************************************************************\n", + "12 fatalities003_nl_joint_narrow_hurdle_xgb\n", + "Calibration partition 2023-11-20 13:52:23.872216\n", + " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_xgb_calib\" == * \n", + "Model object named \"fatalities003_nl_joint_narrow_hurdle_xgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_narrow_hurdle_xgb_calib\" from storage\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:52:26.015401\n", + "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_xgb_calib.parquet\n", + "Test partition 2023-11-20 13:52:30.312728\n", + " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_xgb_test\" == * \n", + "Model object named \"fatalities003_nl_joint_narrow_hurdle_xgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_narrow_hurdle_xgb_test\" from storage\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:52:32.202687\n", + "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_xgb_test.parquet\n", + "**************************************************************\n", + "13 fatalities003_nl_joint_narrow_hurdle_lgb\n", + "Calibration partition 2023-11-20 13:52:38.679187\n", + " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_lgb_calib\" == * \n", + "Model object named \"fatalities003_nl_joint_narrow_hurdle_lgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_narrow_hurdle_lgb_calib\" from storage\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", + "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying to retrieve predictions 2023-11-20 13:52:42.567302\n", + "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_lgb_calib.parquet\n", + "Test partition 2023-11-20 13:52:46.972420\n", + " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_lgb_test\" == * \n", + "Model object named \"fatalities003_nl_joint_narrow_hurdle_lgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_joint_narrow_hurdle_lgb_test\" from storage\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", + "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying to retrieve predictions 2023-11-20 13:52:51.684342\n", + "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_lgb_test.parquet\n", + "**************************************************************\n", + "14 fatalities003_nl_all_pca3_xgb\n", + "Calibration partition 2023-11-20 13:52:56.136258\n", + " * == Performing a run: \"fatalities003_nl_all_pca3_xgb_calib\" == * \n", + "Model object named \"fatalities003_nl_all_pca3_xgb_calib\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_all_pca3_xgb_calib\" from storage\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:52:57.394454\n", + "pr_56_cm_fatalities003_nl_all_pca3_xgb_calib.parquet\n", + "Test partition 2023-11-20 13:53:01.896482\n", + " * == Performing a run: \"fatalities003_nl_all_pca3_xgb_test\" == * \n", + "Model object named \"fatalities003_nl_all_pca3_xgb_test\" with equivalent metadata already exists.\n", + "Fetching \"fatalities003_nl_all_pca3_xgb_test\" from storage\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", + " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", + " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", + " first, then load it back in current version. See:\n", + "\n", + " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", + "\n", + " for more details about differences between saving model and serializing.\n", + "\n", + "Trying to retrieve predictions 2023-11-20 13:53:03.154367\n", + "pr_56_cm_fatalities003_nl_all_pca3_xgb_test.parquet\n", + "**************************************************************\n", + "All done\n" + ] + } + ], + "source": [ + "# Loop that checks whether the model exists, retrains if not, \n", + "# and stores the predictions if they have not been stored before for this run.\n", + "# To do: set the data_preprocessing to the function in the model dictionary\n", + "\n", + "level = 'cm'\n", + "includeFuture = False\n", + "\n", + "from views_runs import Storage, StepshiftedModels\n", + "from views_partitioning.data_partitioner import DataPartitioner\n", + "from viewser import Queryset, Column\n", + "from views_runs import operations\n", + "from views_runs.run_result import RunResult\n", + "\n", + "i = 0\n", + "for model in ModelList:\n", + " if model['algorithm'] != 'Rscript':\n", + " force_retrain = False\n", + " modelstore = storage.Storage()\n", + " ct = datetime.now()\n", + " print(i, model['modelname'])\n", + " print('Calibration partition', ct)\n", + " model['Algorithm_text'] = str(model['algorithm'])\n", + " model['RunResult_calib'] = RunResult.retrain_or_retrieve(\n", + " retrain = force_retrain,\n", + " store = modelstore,\n", + " partitioner = DataPartitioner({\"calib\":calib_partitioner_dict}),\n", + " stepshifted_models = StepshiftedModels(model['algorithm'], steps, model['depvar']),\n", + " dataset = RetrieveFromList(Datasets,model['data_train']),\n", + " queryset_name = model['queryset'],\n", + " partition_name = \"calib\",\n", + " timespan_name = \"train\",\n", + " storage_name = model['modelname'] + '_calib',\n", + " author_name = \"HH\",\n", + " )\n", + "\n", + " # model['predstore_calib'] = level + '_' + model['modelname'] + '_calib'\n", + " ct = datetime.now()\n", + " print('Trying to retrieve predictions', ct)\n", + " try:\n", + " predictions_calib = pd.DataFrame.forecasts.read_store(run=run_id, name=model['predstore_calib'])\n", + " except KeyError:\n", + " print(model['predstore_calib'], ', run', run_id, 'does not exist, predicting')\n", + " predictions_calib = model['RunResult_calib'].run.predict(\"calib\",\"predict\", model['RunResult_calib'].data)\n", + " predictions_calib.forecasts.set_run(run_id)\n", + " predictions_calib.forecasts.to_store(name=model['predstore_calib'])\n", + "\n", + " ct = datetime.now()\n", + " print('Test partition', ct)\n", + " modelstore = storage.Storage()\n", + " model['RunResult_test'] = RunResult.retrain_or_retrieve(\n", + " retrain = force_retrain,\n", + " store = modelstore,\n", + " partitioner = DataPartitioner({\"test\":test_partitioner_dict}),\n", + " stepshifted_models = StepshiftedModels(model['algorithm'], steps, model['depvar']),\n", + " dataset = RetrieveFromList(Datasets,model['data_train']),\n", + " queryset_name = model['queryset'],\n", + " partition_name = \"test\",\n", + " timespan_name = \"train\",\n", + " storage_name = model['modelname'] + '_test',\n", + " author_name = \"HH\",\n", + " )\n", + " ct = datetime.now()\n", + " print('Trying to retrieve predictions', ct)\n", + " # model['predstore_test'] = level + '_' + model['modelname'] + '_test'\n", + " try:\n", + " predictions_test = pd.DataFrame.forecasts.read_store(run=run_id, name=model['predstore_test'])\n", + " except KeyError:\n", + " print(model['predstore_test'], ', run', run_id, 'does not exist, predicting')\n", + " predictions_test = model['RunResult_test'].run.predict(\"test\",\"predict\",model['RunResult_test'].data)\n", + " predictions_test.forecasts.set_run(run_id)\n", + " predictions_test.forecasts.to_store(name=model['predstore_test'])\n", + " # Predictions for true future\n", + " if includeFuture:\n", + " ct = datetime.now()\n", + " print('Future', ct)\n", + " modelstore = storage.Storage()\n", + " model['RunResult_future'] = RunResult.retrain_or_retrieve(\n", + " retrain = force_retrain,\n", + " store = modelstore,\n", + " partitioner = DataPartitioner({\"test\":future_partitioner_dict}),\n", + " stepshifted_models = StepshiftedModels(model['algorithm'], steps, model['depvar']),\n", + " dataset = RetrieveFromList(Datasets,model['data_train']),\n", + " queryset_name = model['queryset'],\n", + " partition_name = \"test\",\n", + " timespan_name = \"train\",\n", + " storage_name = model['modelname'] + '_future',\n", + " author_name = \"HH\",\n", + " )\n", + " ct = datetime.now()\n", + " print('Trying to retrieve predictions', ct)\n", + " model['predstore_future'] = level + '_' + model['modelname'] + '_f' + str(FutureStart)\n", + " try:\n", + " predictions_future = pd.DataFrame.forecasts.read_store(run=run_id, name=model['predstore_future'])\n", + " except KeyError:\n", + " print(model['predstore_future'], ', run', run_id, 'does not exist, predicting')\n", + " predictions_future = model['RunResult_future'].run.future_point_predict(FutureStart,model['RunResult_future'].data)\n", + " predictions_future.forecasts.set_run(run_id)\n", + " predictions_future.forecasts.to_store(name=model['predstore_future']) \n", + " print('**************************************************************')\n", + " i = i + 1\n", + "\n", + "print('All done')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "6a9bb08a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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gleditsch_wardged_sb_depged_sbged_sb_tlag_1ged_sb_tlag_2ged_sb_tlag_3ged_sb_tlag_4ged_sb_tlag_5ged_sb_tlag_6ged_sb_tsum_24...step_pred_33step_pred_34step_pred_35step_pred_36step_pred_4step_pred_5step_pred_6step_pred_7step_pred_8step_pred_9
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" + ], + "text/plain": [ + " gleditsch_ward ged_sb_dep ged_sb ged_sb_tlag_1 ged_sb_tlag_2 \\\n", + "month_id \n", + "488 626.0 24.0 24.0 9.0 3.0 \n", + "489 626.0 1.0 1.0 24.0 9.0 \n", + "490 626.0 0.0 0.0 1.0 24.0 \n", + "491 626.0 11.0 11.0 0.0 1.0 \n", + "492 626.0 0.0 0.0 11.0 0.0 \n", + "\n", + " ged_sb_tlag_3 ged_sb_tlag_4 ged_sb_tlag_5 ged_sb_tlag_6 \\\n", + "month_id \n", + "488 13.0 1.0 0.0 0.0 \n", + "489 3.0 13.0 1.0 0.0 \n", + "490 9.0 3.0 13.0 1.0 \n", + "491 24.0 9.0 3.0 13.0 \n", + "492 1.0 24.0 9.0 3.0 \n", + "\n", + " ged_sb_tsum_24 ... step_pred_33 step_pred_34 step_pred_35 \\\n", + "month_id ... \n", + "488 236.0 ... 1737.577271 48.681305 11177.571289 \n", + "489 212.0 ... 703.365601 46.209198 11178.731445 \n", + "490 207.0 ... 1745.239990 44.605743 11178.110352 \n", + "491 218.0 ... 759.272461 192.343338 11175.559570 \n", + "492 179.0 ... 1785.327271 246.457077 11341.741211 \n", + "\n", + " step_pred_36 step_pred_4 step_pred_5 step_pred_6 step_pred_7 \\\n", + "month_id \n", + "488 7799.896973 374.683197 168.160339 219.422073 84.668091 \n", + "489 7789.881836 374.683197 177.597229 219.422073 104.095070 \n", + "490 7901.313965 368.315887 184.015594 221.777145 84.668091 \n", + "491 7839.179199 370.416260 207.327240 205.750641 117.136162 \n", + "492 7804.454590 371.653259 194.720810 237.207809 113.956322 \n", + "\n", + " step_pred_8 step_pred_9 \n", + "month_id \n", + "488 3.271641 99.145401 \n", + "489 3.271641 55.153473 \n", + "490 453.654602 23.664701 \n", + "491 453.197845 25.098753 \n", + "492 455.407562 23.664701 \n", + "\n", + "[5 rows x 222 columns]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Exploring the future predictions\n", + "\n", + "\n", + "predictions_test.xs(246,level=1).tail()" + ] + }, + { + "cell_type": "markdown", + "id": "77b52249", + "metadata": {}, + "source": [ + "## Notes on training time for the various algorithms:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4f6b21cd", + "metadata": {}, + "outputs": [], + "source": [ + "#These are calculated in minutes for the hh20 feature set (with about 40 features), for all 36 steps, calibration (c) and test (t) partitions, also include generating predictions, and are approximate:\n", + "\n", + "#nj=12 (number of threads)\n", + "#scikit random forest: 21:13 (c), 26:20 (t) RandomForestRegressor(n_estimators=200, n_jobs=nj)\n", + "#XGB random forest: 06:02 (c), 07:51 (t) XGBRFRegressor(n_estimators=300,n_jobs=nj)\n", + "#scikit gbm: 13:59 (c), 15:55 (t) GradientBoostingRegressor(), \n", + "#scikit hurdle random forest: 07:32 (c), 09:49 (t) For both clf and reg: (n_estimators=200, n_jobs=nj)\n", + "#XGB hurdle xgb: 01:26 (c), 01:32 (t) For both clf and reg: n_estimators=200,tree_method='hist',n_jobs=nj)\n", + "#scikit histgbm: 01:17 (c), 01:20 (t) HistGradientBoostingRegressor(max_iter=200)\n", + "#XGB xgb: 01:00 (c), 01:04 (t) XGBRegressor(n_estimators=200,tree_method='hist',n_jobs=nj)\n", + "#lightgbm gbm: 00:25 (c), -- (t) LGBMRegressor(n_estimators=100,num_threads=8)" + ] + }, + { + "cell_type": "markdown", + "id": "71483a35", + "metadata": {}, + "source": [ + "# Various helper functions and tools...." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "81f053fa", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "views-forecasts 0.5.4 pypi_0 pypi\n" + ] + } + ], + "source": [ + "!conda list | grep views-forecasts" + ] + }, + { + "cell_type": "markdown", + "id": "aa7570c6", + "metadata": {}, + "source": [ + "# Retrieving external forecasts" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "b30211fb", + "metadata": {}, + "outputs": [], + "source": [ + "# Retrieve David's Markov models\n", + "# To do: rewrite the model dictionary to the new, slimmer version.\n", + "DRList = []\n", + "\n", + "\n", + "model = {\n", + " 'modelname': 'fat_hh20_Markov_glm',\n", + " 'algorithm': [],\n", + " 'depvar': \"ln_ged_sb_dep\",\n", + " 'data_train': 'hh20',\n", + " 'queryset': 'hh_20_features',\n", + "}\n", + "DRList.append(model)\n", + "\n", + "model = {\n", + " 'modelname': 'fat_hh20_Markov_rf',\n", + " 'algorithm': [],\n", + " 'depvar': \"ln_ged_sb_dep\",\n", + " 'data_train': 'hh20',\n", + " 'queryset': 'hh_20_features',\n", + "}\n", + "\n", + "DRList.append(model)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "41de188d", + "metadata": {}, + "outputs": [], + "source": [ + "path = f'/Users/{os.getlogin()}/Dropbox (ViEWS)/ViEWS/Projects/PredictingFatalities/Predictions/cm/preds/'\n", + "\n", + "DRList[0]['predictions_file_calib'] = path + 'vmm_glm_hh20_0125_alt_calib.csv'\n", + "DRList[0]['predictions_file_test'] = path + 'vmm_glm_hh20_0125_alt_test.csv'\n", + "DRList[0]['predictions_file_future'] = path + 'vmm_glm_hh20_506.csv'\n", + "\n", + "DRList[1]['predictions_file_calib'] = path + 'vmm_rf_hh20_0125_alt_calib.csv'\n", + "DRList[1]['predictions_file_test'] = path + 'vmm_rf_hh20_0125_alt_test.csv'\n", + "DRList[1]['predictions_file_future'] = path + 'vmm_rf_hh20_505.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "b7162915", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/root/Dropbox (ViEWS)/ViEWS/Projects/PredictingFatalities/Predictions/cm/preds/\n" + ] + } + ], + "source": [ + "print(path)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "cea1e5c0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "fatalities003_nl_baseline_rf\n", + "fatalities003_nl_conflicthistory_rf\n", + "fatalities003_nl_conflicthistory_hurdle_lgb\n", + "fatalities003_nl_conflicthistory_long_xgb\n", + "fatalities003_nl_vdem_hurdle_xgb\n", + "fatalities003_nl_wdi_rf\n", + "fatalities003_nl_topics_rf\n", + "fatalities003_nl_topics_xgb\n", + "fatalities003_nl_topics_hurdle_lgb\n", + "fatalities003_nl_joint_broad_rf\n", + "fatalities003_nl_joint_broad_hurdle_rf\n", + "fatalities003_joint_narrow_xgb\n", + "fatalities003_nl_joint_narrow_hurdle_xgb\n", + "fatalities003_nl_joint_narrow_hurdle_lgb\n", + "fatalities003_nl_all_pca3_xgb\n" + ] + } + ], + "source": [ + "\n", + "for model in ModelList:\n", + " print(model['modelname'])" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "86478962", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pr_56_cm_fat_conflicthistory_rf_calib.parquet\n" + ] + }, + { + "ename": "KeyError", + "evalue": "'pr_56_cm_fat_conflicthistory_rf_calib.parquet does not exist'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_storage/key_value_store.py:38\u001b[0m, in \u001b[0;36mKeyValueStore.read\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 38\u001b[0m raw \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mbackend\u001b[39m.\u001b[39;49mretrieve(key)\n\u001b[1;32m 39\u001b[0m \u001b[39massert\u001b[39;00m raw \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m\n", + "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_storage/backends/azure.py:47\u001b[0m, in \u001b[0;36mAzureBlobStorageBackend.retrieve\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 46\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m---> 47\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mKeyError\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mkey\u001b[39m}\u001b[39;00m\u001b[39m does not exist\u001b[39m\u001b[39m\"\u001b[39m)\n", + "\u001b[0;31mKeyError\u001b[0m: 'pr_56_cm_fat_conflicthistory_rf_calib.parquet does not exist'", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m/Users/katekuzmina/prio/viewsforecasting/SystemUpdates/cm_constituentmodels_kate.ipynb Cell 37\u001b[0m line \u001b[0;36m3\n\u001b[1;32m 1\u001b[0m \u001b[39m# Storing Markov models in central storage\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[39m# Retrieving dependent variable\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m target_calib \u001b[39m=\u001b[39m pd\u001b[39m.\u001b[39;49mDataFrame\u001b[39m.\u001b[39;49mforecasts\u001b[39m.\u001b[39;49mread_store(\u001b[39m'\u001b[39;49m\u001b[39mcm_fat_conflicthistory_rf_calib\u001b[39;49m\u001b[39m'\u001b[39;49m, run\u001b[39m=\u001b[39;49mrun_id)[\u001b[39m'\u001b[39m\u001b[39mln_ged_sb_dep\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[1;32m 4\u001b[0m target_test \u001b[39m=\u001b[39m pd\u001b[39m.\u001b[39mDataFrame\u001b[39m.\u001b[39mforecasts\u001b[39m.\u001b[39mread_store(\u001b[39m'\u001b[39m\u001b[39mcm_fat_conflicthistory_rf_test\u001b[39m\u001b[39m'\u001b[39m, run\u001b[39m=\u001b[39mrun_id)[\u001b[39m'\u001b[39m\u001b[39mln_ged_sb_dep\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[1;32m 5\u001b[0m level \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mcm\u001b[39m\u001b[39m'\u001b[39m\n", + "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_forecasts/extensions.py:224\u001b[0m, in \u001b[0;36mForecastAccessor.read_store\u001b[0;34m(cls, name, run)\u001b[0m\n\u001b[1;32m 217\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 218\u001b[0m \u001b[39mRetrieve a prediction from the server-side store.\u001b[39;00m\n\u001b[1;32m 219\u001b[0m \u001b[39m:param name: The name of the prediction and its run. If run not available\u001b[39;00m\n\u001b[1;32m 220\u001b[0m \u001b[39m:param run:\u001b[39;00m\n\u001b[1;32m 221\u001b[0m \u001b[39m:return: a predictions dataframe and a metadata object.\u001b[39;00m\n\u001b[1;32m 222\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 223\u001b[0m run \u001b[39m=\u001b[39m ViewsMetadata()\u001b[39m.\u001b[39mrun_to_run_id(run)\n\u001b[0;32m--> 224\u001b[0m df \u001b[39m=\u001b[39m ForecastsStore()\u001b[39m.\u001b[39;49mread(name\u001b[39m=\u001b[39;49mname, run\u001b[39m=\u001b[39;49mrun)\n\u001b[1;32m 225\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mcls\u001b[39m(df, run\u001b[39m=\u001b[39mrun)\u001b[39m.\u001b[39mas_df\n", + "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_forecasts/file_ops.py:48\u001b[0m, in \u001b[0;36mForecastsStore.read\u001b[0;34m(self, name, run)\u001b[0m\n\u001b[1;32m 46\u001b[0m key \u001b[39m=\u001b[39m \u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mpr_\u001b[39m\u001b[39m{\u001b[39;00mrun\u001b[39m}\u001b[39;00m\u001b[39m_\u001b[39m\u001b[39m{\u001b[39;00mname\u001b[39m}\u001b[39;00m\u001b[39m.parquet\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m 47\u001b[0m \u001b[39mprint\u001b[39m(key)\n\u001b[0;32m---> 48\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39msuper\u001b[39;49m()\u001b[39m.\u001b[39;49mread(key)\n", + "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_storage/key_value_store.py:41\u001b[0m, in \u001b[0;36mKeyValueStore.read\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 39\u001b[0m \u001b[39massert\u001b[39;00m raw \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m 40\u001b[0m \u001b[39mexcept\u001b[39;00m (\u001b[39mKeyError\u001b[39;00m, \u001b[39mAssertionError\u001b[39;00m):\n\u001b[0;32m---> 41\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mKeyError\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mkey\u001b[39m}\u001b[39;00m\u001b[39m does not exist\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[1;32m 42\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mserializer\u001b[39m.\u001b[39mdeserialize(raw)\n", + "\u001b[0;31mKeyError\u001b[0m: 'pr_56_cm_fat_conflicthistory_rf_calib.parquet does not exist'" + ] + } + ], + "source": [ + "# Storing Markov models in central storage\n", + "# Retrieving dependent variable\n", + "target_calib = pd.DataFrame.forecasts.read_store('cm_fat_conflicthistory_rf_calib', run=run_id)['ln_ged_sb_dep']\n", + "target_test = pd.DataFrame.forecasts.read_store('cm_fat_conflicthistory_rf_test', run=run_id)['ln_ged_sb_dep']\n", + "level = 'cm'\n", + "for model in DRList:\n", + " df_calib = pd.read_csv(model['predictions_file_calib'],index_col=['month_id','country_id'])\n", + " df_test = pd.read_csv(model['predictions_file_test'],index_col=['month_id','country_id'])\n", + " df_future = pd.read_csv(model['predictions_file_future'],index_col=['month_id','country_id'])\n", + " df_calib['ln_ged_sb_dep'] = target_calib\n", + " df_test['ln_ged_sb_dep'] = target_test\n", + " df_future['ln_ged_sb_dep'] = np.nan # Empty dependent variable column for consistency/required by prediction storage function\n", + " stored_modelname = level + '_' + model['modelname'] + '_calib'\n", + " df_calib.forecasts.set_run(run_id)\n", + " df_calib.forecasts.to_store(name=stored_modelname, overwrite=True)\n", + " stored_modelname = level + '_' + model['modelname'] + '_test'\n", + " df_test.forecasts.set_run(run_id)\n", + " df_test.forecasts.to_store(name=stored_modelname, overwrite=True) " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "caf8be93", + "metadata": {}, + "outputs": [], + "source": [ + "!viewser tables show ged2_pgm\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d2ce44d3", + "metadata": {}, + "outputs": [], + "source": [ + "Datasets[1]['df']" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/SystemUpdates/data.py b/SystemUpdates/data.py new file mode 100644 index 0000000..adde63d --- /dev/null +++ b/SystemUpdates/data.py @@ -0,0 +1,16 @@ +from Tools.FetchData import ReturnQsList, document_queryset, fetch_cm_data_from_model_def +from settings import DEV_ID, LEVEL + + +def make_queryset_documentation(level:str=LEVEL, dev_id:str=DEV_ID): + qslist = ReturnQsList(level) + document_queryset(qslist, dev_id) + + +def get_data(level:str="cm"): + qslist = ReturnQsList(level) + datasets= fetch_cm_data_from_model_def(qslist) + return datasets + + + diff --git a/SystemUpdates/predict.py b/SystemUpdates/predict.py new file mode 100644 index 0000000..c24057b --- /dev/null +++ b/SystemUpdates/predict.py @@ -0,0 +1,9 @@ +from views_runs import ModelMetadata +from settings import LEVEL + +from ModelDefinitions import DefineEnsembleModels + +ModelList = DefineEnsembleModels(level=LEVEL) + +for imodel, model in enumerate(ModelList): + print(imodel, model['modelname'], model['data_train']) \ No newline at end of file diff --git a/SystemUpdates/settings.py b/SystemUpdates/settings.py new file mode 100644 index 0000000..b276c7f --- /dev/null +++ b/SystemUpdates/settings.py @@ -0,0 +1,39 @@ +import views_runs +import sys +import os + +# Get the absolute path of the parent directory +parent_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '..')) + +# Add the parent directory to the system path +sys.path.append(parent_dir) + +# Add the 'Tools' subdirectory of the parent directory to the system path +sys.path.append(os.path.join(parent_dir, 'Tools')) + +# Add the 'Intermediates' subdirectory of the parent directory to the system path +sys.path.append(os.path.join(parent_dir, 'Intermediates')) + +LEVEL = 'cm' + +DEV_ID = 'Fatalities003' +RUN_ID = DEV_ID +username = os.getlogin() +Mydropbox = f'/Users/{username}/Dropbox (ViEWS)/ViEWS' +overleafpath = f'/Users/{username}/Dropbox (ViEWS)/Apps/Overleaf/VIEWS documentation {DEV_ID}/' + +RerunQuerysets = True +FutureStart = 508 +steps = [*range(1, 36+1, 1)] # Which steps to train and predict for +fi_steps = [1,3,6,12,36] # Which steps to present feature importances for +calib_partitioner_dict = {"train":(121,396), + "predict":(397,444)} +calib_partitioner = views_runs.DataPartitioner({"calib":calib_partitioner_dict}) + +test_partitioner_dict = {"train":(121,444), + "predict":(445,492)} +test_partitioner = views_runs.DataPartitioner({"test":test_partitioner_dict}) + +future_partitioner_dict = {"train":(121,492), + "predict":(493,504)} +future_partitioner = views_runs.DataPartitioner({"future":future_partitioner_dict}) From 5bbfbc7f5962077c3ed9e42f9306b868e56ecc72 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Tue, 21 Nov 2023 15:41:31 +0100 Subject: [PATCH 02/20] Put paths appendings in one file --- SystemUpdates/settings.py | 32 -------------------------------- 1 file changed, 32 deletions(-) diff --git a/SystemUpdates/settings.py b/SystemUpdates/settings.py index b276c7f..f946a68 100644 --- a/SystemUpdates/settings.py +++ b/SystemUpdates/settings.py @@ -1,39 +1,7 @@ -import views_runs import sys import os -# Get the absolute path of the parent directory parent_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '..')) - -# Add the parent directory to the system path sys.path.append(parent_dir) - -# Add the 'Tools' subdirectory of the parent directory to the system path sys.path.append(os.path.join(parent_dir, 'Tools')) - -# Add the 'Intermediates' subdirectory of the parent directory to the system path sys.path.append(os.path.join(parent_dir, 'Intermediates')) - -LEVEL = 'cm' - -DEV_ID = 'Fatalities003' -RUN_ID = DEV_ID -username = os.getlogin() -Mydropbox = f'/Users/{username}/Dropbox (ViEWS)/ViEWS' -overleafpath = f'/Users/{username}/Dropbox (ViEWS)/Apps/Overleaf/VIEWS documentation {DEV_ID}/' - -RerunQuerysets = True -FutureStart = 508 -steps = [*range(1, 36+1, 1)] # Which steps to train and predict for -fi_steps = [1,3,6,12,36] # Which steps to present feature importances for -calib_partitioner_dict = {"train":(121,396), - "predict":(397,444)} -calib_partitioner = views_runs.DataPartitioner({"calib":calib_partitioner_dict}) - -test_partitioner_dict = {"train":(121,444), - "predict":(445,492)} -test_partitioner = views_runs.DataPartitioner({"test":test_partitioner_dict}) - -future_partitioner_dict = {"train":(121,492), - "predict":(493,504)} -future_partitioner = views_runs.DataPartitioner({"future":future_partitioner_dict}) From 4292c9e0f4920151e754ffdc6886a453d17c544a Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Tue, 21 Nov 2023 15:42:18 +0100 Subject: [PATCH 03/20] Remove hurdle regression definition from where it should not be --- SystemUpdates/ModelDefinitions.py | 101 +----------------------------- 1 file changed, 1 insertion(+), 100 deletions(-) diff --git a/SystemUpdates/ModelDefinitions.py b/SystemUpdates/ModelDefinitions.py index b2f5634..f5bfd0f 100644 --- a/SystemUpdates/ModelDefinitions.py +++ b/SystemUpdates/ModelDefinitions.py @@ -23,106 +23,7 @@ from lightgbm import LGBMClassifier, LGBMRegressor -from ViewsEstimators import * - -class FixedFirstSplitRegression(BaseEstimator): - """ Regression model which makes the first split according to a specified feature and then splits according to other - algorithms. The model optimizes onset-situation predictions by fitting a two-part model and combining predictions: - 1) binary classifier - 2) continuous regression - Implementeted as a valid sklearn estimator, so it can be used in pipelines and GridSearch objects. - Args: - ones_name: model to estimate if z variable is one (e.g. "onset") - zeros_name: model to estimate if z variable is zeros (e.g. "continuation") - ones_params: dict of parameters to pass to "ones" sub-model when initialized - zeros_params: dict of parameters to pass to "zeros" sub-model when initialized - """ - - def __init__(self, - ones_name: str = 'RFRegressor', - zeros_name: str = 'RFRegressor', - ones_indicator: str = '', - ones_params: Optional[dict] = None, - zeros_params: Optional[dict] = None): - - self.ones_name = ones_name - self.zeros_name = zeros_name - self.ones_indicator = ones_indicator - self.ones_params = ones_params - self.zeros_params = zeros_params - self.ones_fi = [] - self.zeros_fi = [] - - @staticmethod - def _resolve_estimator(func_name: str): - """ Lookup table for supported estimators. - This is necessary because sklearn estimator default arguments - must pass equality test, and instantiated sub-estimators are not equal. """ - - funcs = {'linear': LinearRegression(), - 'logistic': LogisticRegression(solver='liblinear'), - 'LGBMRegressor': LGBMRegressor(n_estimators=250), - 'LGBMClassifier': LGBMClassifier(n_estimators=250), - 'RFRegressor': XGBRFRegressor(n_estimators=250,n_jobs=-2), - 'RFClassifier': XGBRFClassifier(n_estimators=250,n_jobs=-2), - 'GBMRegressor': GradientBoostingRegressor(n_estimators=200), - 'GBMClassifier': GradientBoostingClassifier(n_estimators=200), - 'XGBRegressor': XGBRegressor(n_estimators=100,learning_rate=0.05,n_jobs=-2), - 'XGBClassifier': XGBClassifier(n_estimators=100,learning_rate=0.05,n_jobs=-2), - 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200), - 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200), - } - - return funcs[func_name] - - def fit(self, - X: Union[np.ndarray, pd.DataFrame], - y: Union[np.ndarray, pd.Series], - z: Union[np.ndarray, pd.Series]): - X, y = check_X_y(X, y, dtype=None, - accept_sparse=False, - accept_large_sparse=False, - force_all_finite='allow-nan') - z = X[ones_indicator] - - if X.shape[1] < 2: - raise ValueError('Cannot fit model when n_features = 1') - - self.ones_ = self._resolve_estimator(self.ones_name) - if self.ones_params: - self.ones_.set_params(**self.ones_params) - self.ones_.fit(X[z==1], y[z==1]) - self.ones_fi = self.ones_.feature_importances_ - - self.zeros_ = self._resolve_estimator(self.zeros_name) - if self.zeros_params: - self.zeros_.set_params(**self.zeros_params) - self.zeros_.fit(X[z==0], y[z==0]) - self.zeros_fi = self.zeros_.feature_importances_ - - self.is_fitted_ = True - return self - - - def predict(self, X: Union[np.ndarray, pd.DataFrame]): -# def predict_expected_value(self, X: Union[np.ndarray, pd.DataFrame]): - """ Predict combined response using probabilistic classification outcome """ - X = check_array(X, accept_sparse=False, accept_large_sparse=False) - check_is_fitted(self, 'is_fitted_') -# predict = - return self.clf_.predict_proba(X)[:, 1] * self.reg_.predict(X) - -def manual_test(): - """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ - check_estimator(HurdleRegression) - from sklearn.datasets import make_regression - X, y = make_regression() - reg = FixedFirstSplitRegression() - reg.fit(X, y) - reg.predict(X) - - - +from Tools.ViewsEstimators import HurdleRegression def DefineEnsembleModels(level): From 1c0ea45ae0c9e48bfb7142aba316bb212708cd77 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Tue, 21 Nov 2023 15:43:15 +0100 Subject: [PATCH 04/20] Fix hurdle regression and tests --- Tools/ViewsEstimators.py | 137 ++++++++++++++++++++++++++------------- 1 file changed, 92 insertions(+), 45 deletions(-) diff --git a/Tools/ViewsEstimators.py b/Tools/ViewsEstimators.py index 6cfc66d..51dc15c 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/ViewsEstimators.py @@ -7,16 +7,14 @@ from sklearn.utils.estimator_checks import check_estimator from sklearn.utils.validation import check_X_y, check_array, check_is_fitted from sklearn.ensemble import GradientBoostingClassifier, GradientBoostingRegressor -from sklearn.ensemble import RandomForestRegressor -from sklearn.ensemble import RandomForestClassifier -from sklearn.ensemble import HistGradientBoostingRegressor -from sklearn.ensemble import HistGradientBoostingClassifier -from xgboost import XGBRegressor -from xgboost import XGBClassifier -from xgboost import XGBRFRegressor, XGBRFClassifier -from lightgbm import LGBMClassifier, LGBMRegressor +from sklearn.datasets import make_regression, make_classification +from sklearn.model_selection import train_test_split +from sklearn.metrics import mean_squared_error +from sklearn.dummy import DummyClassifier -#from lightgbm import LGBMClassifier, LGBMRegressor +from sklearn.ensemble import HistGradientBoostingRegressor, HistGradientBoostingClassifier +from xgboost import XGBRegressor, XGBClassifier, XGBRFRegressor, XGBRFClassifier +from lightgbm import LGBMClassifier, LGBMRegressor class HurdleRegression(BaseEstimator): @@ -30,10 +28,10 @@ class HurdleRegression(BaseEstimator): clf_params: dict of parameters to pass to classifier sub-model when initialized reg_params: dict of parameters to pass to regression sub-model when initialized """ - + # Define the constructor method for the class def __init__(self, - clf_name: str = 'logistic', - reg_name: str = 'linear', + clf_name: str = 'logistic', # name of the classifier to use + reg_name: str = 'linear', # name of the regressor to use clf_params: Optional[dict] = None, reg_params: Optional[dict] = None): @@ -41,38 +39,54 @@ def __init__(self, self.reg_name = reg_name self.clf_params = clf_params self.reg_params = reg_params - self.clf_fi = [] - self.reg_fi = [] @staticmethod - def _resolve_estimator(func_name: str): + def _resolve_estimator(estimator_name: str): """ Lookup table for supported estimators. This is necessary because sklearn estimator default arguments must pass equality test, and instantiated sub-estimators are not equal. """ - funcs = {'linear': LinearRegression(), - 'logistic': LogisticRegression(solver='liblinear'), - 'LGBMRegressor': LGBMRegressor(n_estimators=250), - 'LGBMClassifier': LGBMClassifier(n_estimators=250), - 'RFRegressor': XGBRFRegressor(n_estimators=250,n_jobs=-2), - 'RFClassifier': XGBRFClassifier(n_estimators=250,n_jobs=-2), - 'GBMRegressor': GradientBoostingRegressor(n_estimators=200), - 'GBMClassifier': GradientBoostingClassifier(n_estimators=200), - 'XGBRegressor': XGBRegressor(n_estimators=100,learning_rate=0.05,n_jobs=-2), - 'XGBClassifier': XGBClassifier(n_estimators=100,learning_rate=0.05,n_jobs=-2), - 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200), - 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200), + estimators = { + 'logistic': LogisticRegression(solver='liblinear'), + 'linear': LinearRegression(), + + 'LGBMClassifier': LGBMClassifier(n_estimators=250), + 'LGBMRegressor': LGBMRegressor(n_estimators=250), + + 'RFClassifier': XGBRFClassifier(n_estimators=250,n_jobs=-2), + 'RFRegressor': XGBRFRegressor(n_estimators=250,n_jobs=-2), + + 'GBMClassifier': GradientBoostingClassifier(n_estimators=200), + 'GBMRegressor': GradientBoostingRegressor(n_estimators=200), + + 'XGBClassifier': XGBClassifier(n_estimators=100,learning_rate=0.05,n_jobs=-2), + 'XGBRegressor': XGBRegressor(n_estimators=100,learning_rate=0.05,n_jobs=-2), + + 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200), + 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200), } + estimator = estimators.get(estimator_name) - return funcs[func_name] + return estimator + # Define the fit method for the class to train the model def fit(self, X: Union[np.ndarray, pd.DataFrame], y: Union[np.ndarray, pd.Series]): - X, y = check_X_y(X, y, dtype=None, + + # Use sklearn fucntionality to check X and y for consistent length and enforce X to be 2D and y 1D. + # By default, X is checked to be non-empty and containing only finite values. + # Standard input checks are also applied to y, such as checking that y + # does not have np.nan or np.inf targets. + X, y = check_X_y(X, + y, + dtype=None, accept_sparse=False, accept_large_sparse=False, - force_all_finite='allow-nan') + force_all_finite=True) #'allow-nan' + + # Set the number of features seen during fit + self.n_features_in_ = X.shape[1] if X.shape[1] < 2: raise ValueError('Cannot fit model when n_features = 1') @@ -80,44 +94,77 @@ def fit(self, self.clf_ = self._resolve_estimator(self.clf_name) if self.clf_params: self.clf_.set_params(**self.clf_params) - self.clf_.fit(X, y > 0) - self.clf_fi = self.clf_.feature_importances_ + if len(np.unique(y)) > 1: + self.clf_.fit(X, y > 0) + else: + # Handle the case where y has only one unique value + self.clf_ = DummyClassifier(strategy='most_frequent') + self.clf_.fit(X, y > 0) self.reg_ = self._resolve_estimator(self.reg_name) if self.reg_params: self.reg_.set_params(**self.reg_params) self.reg_.fit(X[y > 0], y[y > 0]) - self.reg_fi = self.reg_.feature_importances_ self.is_fitted_ = True return self - - -# def predict(self, X: Union[np.ndarray, pd.DataFrame]): - def predict_bck(self, X: Union[np.ndarray, pd.DataFrame]): + + def predict(self, X: Union[np.ndarray, pd.DataFrame]): """ Predict combined response using binary classification outcome """ X = check_array(X, accept_sparse=False, accept_large_sparse=False) check_is_fitted(self, 'is_fitted_') return self.clf_.predict(X) * self.reg_.predict(X) - def predict(self, X: Union[np.ndarray, pd.DataFrame]): -# def predict_expected_value(self, X: Union[np.ndarray, pd.DataFrame]): + def predict_expected_value(self, X: Union[np.ndarray, pd.DataFrame]): """ Predict combined response using probabilistic classification outcome """ X = check_array(X, accept_sparse=False, accept_large_sparse=False) check_is_fitted(self, 'is_fitted_') return self.clf_.predict_proba(X)[:, 1] * self.reg_.predict(X) -def manual_test(): + +def manual_test(clf_name:str='logistic', reg_name:str='linear'): """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ - check_estimator(HurdleRegression) - from sklearn.datasets import make_regression + reg = HurdleRegression(clf_name=clf_name, reg_name=reg_name) + check_estimator(reg) X, y = make_regression() - reg = HurdleRegression() reg.fit(X, y) reg.predict(X) + + +def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): + """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ + + # Create a synthetic regression dataset + X_reg, y_reg = make_regression(n_samples=1000, n_features=20, n_informative=2, random_state=42) + + # Create a synthetic classification dataset + X_clf, y_clf = make_classification(n_samples=1000, n_features=20, n_informative=2, n_redundant=10, random_state=42) + + # Combine the two datasets + X = np.hstack([X_clf, X_reg]) + y = y_clf * y_reg + + # Split the data into training and testing sets + X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) + + # Instantiate a HurdleRegression object + hr = HurdleRegression(clf_name=clf_name, reg_name=reg_name) + check_estimator(hr) + # Fit the model to the data + hr.fit(X_train, y_train) + # Make predictions + y_pred = hr.predict(X_test) + + # Evaluate the model + print('Mean Squared Error:', mean_squared_error(y_test, y_pred)) + + # Check if predictions have the same shape as y + print(f"Shape of y_pred: {y_pred.shape}") + print(f"Shape of y_test: {y_test.shape}") + assert y_pred.shape == y_test.shape, "Predictions and y do not have the same shape" -#if __name__ == '__main__': -# manual_test() \ No newline at end of file + # Check if all predictions are either 0 or 1 (since it's a binary prediction) + print(f"Unique values in y_pred: {np.unique(y_pred)}") From ba87fe17f72db0f31bbfb91ae3fa510148e1e26f Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Tue, 21 Nov 2023 15:43:39 +0100 Subject: [PATCH 05/20] Add notebook testing hurdle regression --- SystemUpdates/test_hurdle_regression.ipynb | 27641 +++++++++++++++++++ 1 file changed, 27641 insertions(+) create mode 100644 SystemUpdates/test_hurdle_regression.ipynb diff --git a/SystemUpdates/test_hurdle_regression.ipynb b/SystemUpdates/test_hurdle_regression.ipynb new file mode 100644 index 0000000..e8a28fe --- /dev/null +++ b/SystemUpdates/test_hurdle_regression.ipynb @@ -0,0 +1,27641 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test Hurdle Regression" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "8855fab3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "ef27dd3d", + "metadata": {}, + "outputs": [], + "source": [ + "import settings # to append paths\n", + "from Tools.ViewsEstimators import test_hurdle_regression, manual_test" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "model_pairs = (\n", + " ['logistic', 'linear'], # works\n", + " ['LGBMClassifier', 'LGBMRegressor'], # works\n", + " ['RFClassifier', 'RFRegressor'], # works\n", + " ['GBMClassifier', 'GBMRegressor'], # works\n", + " ['XGBClassifier', 'XGBRegressor'], # ERROR\n", + " ['HGBClassifier' , 'HGBRegressor'], # works\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error: 2371.9485048605698\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Unique values in y_pred: [ 0. 5.36970758 5.45972824 6.00368166 6.17115736\n", + " 7.38824654 7.72989941 8.11780643 8.84334087 14.20652294\n", + " 16.49509811 17.23507881 18.49153328 18.53049469 20.50821114\n", + " 23.29917908 24.13950539 25.29778671 25.69455528 26.14474487\n", + " 28.56280708 30.57302666 33.96603394 34.80366135 34.81388474\n", + " 36.18664551 43.88962936 44.05439758 46.9725647 48.05633163\n", + " 56.44275665 60.55454636 68.95856476 78.83309174 80.66260529\n", + " 89.22534943 135.90632629 136.55148315 138.81764221 153.76048279\n", + " 173.96638489 174.86297607 191.65367126 225.63964844 272.00164795]\n" + ] + } + ], + "source": [ + "test_hurdle_regression(clf_name='XGBClassifier', reg_name='XGBRegressor')\n", + "\n", + "manual_test(clf_name='XGBClassifier', reg_name='XGBRegressor')" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error: 2295.0675609124587\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Unique values in y_pred: [ 0. 7.05247259 7.29499006 9.05723572 9.23060417\n", + " 9.27147102 10.35770035 10.83037567 11.56914902 18.29896545\n", + " 19.47968102 20.04990196 20.39479828 20.68610954 21.19950104\n", + " 21.55677986 22.3193512 22.94452477 22.98357582 23.77766609\n", + " 24.07977676 31.07035446 33.43093872 33.66051483 35.45606613\n", + " 40.80013657 44.40807343 45.49476624 51.83875656 51.92784882\n", + " 56.87495041 66.78969574 71.67407227 71.82209778 82.4887085\n", + " 87.12380219 134.44360352 135.72976685 137.40731812 139.53747559\n", + " 152.21334839 172.40542603 181.48828125 200.80839539 221.89425659\n", + " 236.83706665]\n" + ] + } + ], + "source": [ + "test_hurdle_regression(clf_name='RFClassifier', reg_name='RFRegressor')\n", + "\n", + "manual_test(clf_name='RFClassifier', reg_name='RFRegressor')" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error: 2244.935775669264\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Unique values in y_pred: [ 0. 2.61119613 9.42074413 9.77545749 11.4626107\n", + " 13.67332206 14.75806543 14.82444991 16.36880702 16.43111973\n", + " 16.46255309 16.63185114 21.69141381 23.87158514 25.71728438\n", + " 26.72399249 28.1269722 28.9622771 30.47911628 31.03246349\n", + " 31.79369635 32.04868579 35.16849188 36.93921943 37.58962067\n", + " 40.8743762 41.83361576 49.38447034 54.25266832 57.2826274\n", + " 60.22053419 69.28316027 81.2264112 81.29463064 91.78248308\n", + " 119.87772298 135.66918873 137.7086529 139.92885239 141.08343363\n", + " 188.64063175 192.59661026 196.65833641 199.90823672 208.00439332]\n" + ] + } + ], + "source": [ + "test_hurdle_regression(clf_name='HGBClassifier', reg_name='HGBRegressor')\n", + "\n", + "manual_test(clf_name='HGBClassifier', reg_name='HGBRegressor')" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error: 3047.471157934103\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Unique values in y_pred: [-49.07507675 -22.57920448 -14.9927884 -14.28660851 -13.48960477\n", + " -1.83638423 -0. 2.44556928 18.05156482 20.20630614\n", + " 20.38527452 27.87534472 30.29496192 37.69268008 41.56537311\n", + " 44.26971058 49.29129222 55.32968173 58.86246934 63.16230225\n", + " 68.82566329 93.40572485 126.89419091 134.51274509 140.08119862\n", + " 145.14649211 145.66325041 174.01868368 174.43006022 177.41461545\n", + " 196.468051 216.87434511 266.49387517 282.82746049]\n" + ] + } + ], + "source": [ + "test_hurdle_regression(clf_name='logistic', reg_name='linear')\n", + "\n", + "manual_test(clf_name='logistic', reg_name='linear')" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 20, number of negative: 10\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", + "[LightGBM] [Info] Start training from score 1.550597\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.909091\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", + "[LightGBM] [Info] Start training from score 1.550597\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.909091\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000583 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 56\n", + "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", + "[LightGBM] [Info] Start training from score -0.100083\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000547 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 56\n", + "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", + "[LightGBM] [Info] Start training from score -0.100083\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 57, number of negative: 43\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000561 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 70\n", + "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.570000 -> initscore=0.281851\n", + "[LightGBM] [Info] Start training from score 0.281851\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000263 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 40\n", + "[LightGBM] [Info] Number of data points in the train set: 57, number of used features: 2\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 50, number of negative: 50\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000467 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 70\n", + "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000586 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 36\n", + "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 2\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 186, number of negative: 614\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000947 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 10200\n", + "[LightGBM] [Info] Number of data points in the train set: 800, number of used features: 40\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.232500 -> initscore=-1.194248\n", + "[LightGBM] [Info] Start training from score -1.194248\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000234 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 2537\n", + "[LightGBM] [Info] Number of data points in the train set: 186, number of used features: 40\n", + "[LightGBM] [Info] Start training from score 81.329528\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "Mean Squared Error: 2249.293044521904\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Unique values in y_pred: [ -3.45632106 -0. 8.04151308 9.98143347 11.20176115\n", + " 12.55815688 14.51560258 16.08691639 17.09021034 18.52053502\n", + " 19.04490319 19.09534506 19.45796328 20.33529057 23.85896959\n", + " 25.31809874 27.1008143 27.24690395 29.38838574 30.13225098\n", + " 31.98584154 33.20327317 33.81523585 33.98326068 34.3799777\n", + " 40.9438535 41.66300434 43.81972994 50.09723755 54.09315692\n", + " 55.51698282 56.9518789 73.60474454 74.33811333 80.35041503\n", + " 96.22458267 119.16481589 131.91139141 137.01981421 137.42545088\n", + " 141.44983649 187.03447191 189.21190964 196.94876756 201.22271333\n", + " 208.14758448]\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.363636\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 20, number of negative: 10\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", + "[LightGBM] [Info] Start training from score 1.550597\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.909091\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", + "[LightGBM] [Info] Start training from score 1.550597\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.909091\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", + "[LightGBM] [Info] Start training from score 0.693147\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.500000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", + "[LightGBM] [Info] Start training from score 0.200671\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000560 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 56\n", + "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", + "[LightGBM] [Info] Start training from score -0.100083\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000490 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 56\n", + "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", + "[LightGBM] [Info] Start training from score -0.100083\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 57, number of negative: 43\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000519 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 70\n", + "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.570000 -> initscore=0.281851\n", + "[LightGBM] [Info] Start training from score 0.281851\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000441 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 40\n", + "[LightGBM] [Info] Number of data points in the train set: 57, number of used features: 2\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 50, number of negative: 50\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000519 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 70\n", + "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000220 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 36\n", + "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 2\n", + "[LightGBM] [Info] Start training from score 1.000000\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", + "[LightGBM] [Info] Start training from score 0.847298\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 1.428571\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Info] Number of positive: 48, number of negative: 52\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000618 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 3500\n", + "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 100\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.480000 -> initscore=-0.080043\n", + "[LightGBM] [Info] Start training from score -0.080043\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000554 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 1761\n", + "[LightGBM] [Info] Number of data points in the train set: 48, number of used features: 100\n", + "[LightGBM] [Info] Start training from score 154.748315\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No 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with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n" + ] + } + ], + "source": [ + "test_hurdle_regression(clf_name='LGBMClassifier', reg_name='LGBMRegressor')\n", + "\n", + "manual_test(clf_name='LGBMClassifier', reg_name='LGBMRegressor')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 2e86b4ea48653b7a96730c948a028dad9294cca5 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Tue, 21 Nov 2023 15:47:28 +0100 Subject: [PATCH 06/20] Delete unrelated files --- SystemUpdates/data.py | 16 ---------------- SystemUpdates/predict.py | 9 --------- 2 files changed, 25 deletions(-) delete mode 100644 SystemUpdates/data.py delete mode 100644 SystemUpdates/predict.py diff --git a/SystemUpdates/data.py b/SystemUpdates/data.py deleted file mode 100644 index adde63d..0000000 --- a/SystemUpdates/data.py +++ /dev/null @@ -1,16 +0,0 @@ -from Tools.FetchData import ReturnQsList, document_queryset, fetch_cm_data_from_model_def -from settings import DEV_ID, LEVEL - - -def make_queryset_documentation(level:str=LEVEL, dev_id:str=DEV_ID): - qslist = ReturnQsList(level) - document_queryset(qslist, dev_id) - - -def get_data(level:str="cm"): - qslist = ReturnQsList(level) - datasets= fetch_cm_data_from_model_def(qslist) - return datasets - - - diff --git a/SystemUpdates/predict.py b/SystemUpdates/predict.py deleted file mode 100644 index c24057b..0000000 --- a/SystemUpdates/predict.py +++ /dev/null @@ -1,9 +0,0 @@ -from views_runs import ModelMetadata -from settings import LEVEL - -from ModelDefinitions import DefineEnsembleModels - -ModelList = DefineEnsembleModels(level=LEVEL) - -for imodel, model in enumerate(ModelList): - print(imodel, model['modelname'], model['data_train']) \ No newline at end of file From de30c0111b6cb772e8f2d17abcd8c24ef06bbd81 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Wed, 22 Nov 2023 12:23:01 +0100 Subject: [PATCH 07/20] Delete unused imports --- SystemUpdates/ModelDefinitions.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/SystemUpdates/ModelDefinitions.py b/SystemUpdates/ModelDefinitions.py index f5bfd0f..6f125cc 100644 --- a/SystemUpdates/ModelDefinitions.py +++ b/SystemUpdates/ModelDefinitions.py @@ -11,17 +11,14 @@ from sklearn.ensemble import HistGradientBoostingRegressor from sklearn.ensemble import HistGradientBoostingClassifier from sklearn.ensemble import AdaBoostRegressor -from sklearn import linear_model from sklearn.metrics import mean_squared_error from sklearn import preprocessing from sklearn.linear_model import ElasticNet from sklearn.datasets import make_regression -from xgboost import XGBRegressor -from xgboost import XGBClassifier -from xgboost import XGBRFRegressor, XGBRFClassifier +from xgboost import XGBRegressor, XGBRFRegressor -from lightgbm import LGBMClassifier, LGBMRegressor +from lightgbm import LGBMRegressor from Tools.ViewsEstimators import HurdleRegression From afc49c0e4c41712aba8c9944ff42d1b092aa5dad Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Wed, 22 Nov 2023 13:33:53 +0100 Subject: [PATCH 08/20] Add support for external binary indicator to the class --- SystemUpdates/ModelDefinitions.py | 17 +----- Tools/ViewsEstimators.py | 91 +++++++++++++++++++++++++------ 2 files changed, 77 insertions(+), 31 deletions(-) diff --git a/SystemUpdates/ModelDefinitions.py b/SystemUpdates/ModelDefinitions.py index 6f125cc..e58ee5e 100644 --- a/SystemUpdates/ModelDefinitions.py +++ b/SystemUpdates/ModelDefinitions.py @@ -1,23 +1,10 @@ # The ModelList is a list of dictionaries that define a range of models for the project -import sys -# sys.path.append('../') -sys.path.append('../Tools') -#sys.path.append('../Intermediates') -# sklearn +import settings + from sklearn.ensemble import RandomForestRegressor -from sklearn.ensemble import RandomForestClassifier from sklearn.ensemble import GradientBoostingRegressor -from sklearn.ensemble import HistGradientBoostingRegressor -from sklearn.ensemble import HistGradientBoostingClassifier -from sklearn.ensemble import AdaBoostRegressor -from sklearn.metrics import mean_squared_error -from sklearn import preprocessing -from sklearn.linear_model import ElasticNet -from sklearn.datasets import make_regression - from xgboost import XGBRegressor, XGBRFRegressor - from lightgbm import LGBMRegressor from Tools.ViewsEstimators import HurdleRegression diff --git a/Tools/ViewsEstimators.py b/Tools/ViewsEstimators.py index 51dc15c..05faf51 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/ViewsEstimators.py @@ -17,14 +17,14 @@ from lightgbm import LGBMClassifier, LGBMRegressor -class HurdleRegression(BaseEstimator): +class HurdleRegressionWithOptionalFixedSplit(BaseEstimator): """ Regression model which handles excessive zeros by fitting a two-part model and combining predictions: 1) binary classifier 2) continuous regression Implementeted as a valid sklearn estimator, so it can be used in pipelines and GridSearch objects. Args: - clf_name: currently supports either 'logistic' or 'LGBMClassifier' - reg_name: currently supports either 'linear' or 'LGBMRegressor' + clf_name: name of a classifier sub-model to use + reg_name: name of a regression sub-model to use clf_params: dict of parameters to pass to classifier sub-model when initialized reg_params: dict of parameters to pass to regression sub-model when initialized """ @@ -72,8 +72,9 @@ def _resolve_estimator(estimator_name: str): # Define the fit method for the class to train the model def fit(self, X: Union[np.ndarray, pd.DataFrame], - y: Union[np.ndarray, pd.Series]): - + y: Union[np.ndarray, pd.Series], + indicator: Optional[Union[np.ndarray, pd.Series]] = None): + # Use sklearn fucntionality to check X and y for consistent length and enforce X to be 2D and y 1D. # By default, X is checked to be non-empty and containing only finite values. # Standard input checks are also applied to y, such as checking that y @@ -92,8 +93,10 @@ def fit(self, raise ValueError('Cannot fit model when n_features = 1') self.clf_ = self._resolve_estimator(self.clf_name) + if self.clf_params: self.clf_.set_params(**self.clf_params) + if len(np.unique(y)) > 1: self.clf_.fit(X, y > 0) else: @@ -101,35 +104,91 @@ def fit(self, self.clf_ = DummyClassifier(strategy='most_frequent') self.clf_.fit(X, y > 0) - self.reg_ = self._resolve_estimator(self.reg_name) - if self.reg_params: - self.reg_.set_params(**self.reg_params) - self.reg_.fit(X[y > 0], y[y > 0]) + # Fit regressor based on whether an indicator is provided + if indicator is not None: + self.reg_0 = self._resolve_estimator(self.reg_name) + self.reg_1 = self._resolve_estimator(self.reg_name) + if self.reg_params: + self.reg_0.set_params(**self.reg_params) + self.reg_1.set_params(**self.reg_params) + + self.reg_0.fit(X[(y > 0) & (indicator == 0)], y[(y > 0) & (indicator == 0)]) + self.reg_1.fit(X[(y > 0) & (indicator == 1)], y[(y > 0) & (indicator == 1)]) + else: + # Initialize and fit a single regressor when no indicator is provided + self.reg_ = self._resolve_estimator(self.reg_name) + if self.reg_params: + self.reg_.set_params(**self.reg_params) + self.reg_.fit(X[y > 0], y[y > 0]) self.is_fitted_ = True return self - def predict(self, X: Union[np.ndarray, pd.DataFrame]): + def predict(self, + X: Union[np.ndarray, pd.DataFrame], + indicator: Optional[Union[np.ndarray, pd.Series]] = None): """ Predict combined response using binary classification outcome """ X = check_array(X, accept_sparse=False, accept_large_sparse=False) check_is_fitted(self, 'is_fitted_') - return self.clf_.predict(X) * self.reg_.predict(X) + + if indicator is not None: + # Use different regressors for prediction based on the indicator + pred_0 = self.clf_.predict(X[indicator == 0]) * self.reg_0.predict(X[indicator == 0]) + pred_1 = self.clf_.predict(X[indicator == 1]) * self.reg_1.predict(X[indicator == 1]) + + # Combine the predictions + pred = np.zeros(X.shape[0]) + pred[indicator == 0] = pred_0 + pred[indicator == 1] = pred_1 + else: + pred = self.clf_.predict(X) * self.reg_.predict(X) + + return pred - def predict_expected_value(self, X: Union[np.ndarray, pd.DataFrame]): + def predict_expected_value(self, + X: Union[np.ndarray, pd.DataFrame], + indicator: Optional[Union[np.ndarray, pd.Series]] = None): """ Predict combined response using probabilistic classification outcome """ X = check_array(X, accept_sparse=False, accept_large_sparse=False) check_is_fitted(self, 'is_fitted_') - return self.clf_.predict_proba(X)[:, 1] * self.reg_.predict(X) + + if indicator is not None: + # Use different regressors for prediction based on the indicator + pred_0 = self.clf_.predict_proba(X[indicator == 0])[:, 1] * self.reg_0.predict(X[indicator == 0]) + pred_1 = self.clf_.predict_proba(X[indicator == 1])[:, 1] * self.reg_1.predict(X[indicator == 1]) + + # Combine the predictions + pred = np.zeros(X.shape[0]) + pred[indicator == 0] = pred_0 + pred[indicator == 1] = pred_1 + else: + pred = self.clf_.predict_proba(X)[:, 1] * self.reg_.predict(X) + return pred + def manual_test(clf_name:str='logistic', reg_name:str='linear'): """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ - reg = HurdleRegression(clf_name=clf_name, reg_name=reg_name) + # Test without indicator + reg = HurdleRegressionWithOptionalFixedSplit(clf_name=clf_name, reg_name=reg_name) check_estimator(reg) - X, y = make_regression() + + # Create a regression dataset + X, y = make_regression(n_samples=1000, n_features=20, noise=0.1) reg.fit(X, y) reg.predict(X) + # Test with indicator + # Create a classification dataset for the indicator + _, indicator = make_classification(n_samples=1000, n_features=20, n_classes=2, n_clusters_per_class=1) + + # Fit and predict with the indicator + reg.fit(X, y, indicator) + reg.predict(X, indicator) + + print("Manual test passed for both scenarios (with and without indicator).") + + def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ @@ -148,7 +207,7 @@ def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) # Instantiate a HurdleRegression object - hr = HurdleRegression(clf_name=clf_name, reg_name=reg_name) + hr = HurdleRegressionWithOptionalFixedSplit(clf_name=clf_name, reg_name=reg_name) check_estimator(hr) # Fit the model to the data From 609b55965ef1c29cfac2836b16fa2c73366cb458 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Wed, 22 Nov 2023 13:34:15 +0100 Subject: [PATCH 09/20] Change the notebook accordingly --- SystemUpdates/test_hurdle_regression.ipynb | 431 +++++++++++++++++---- 1 file changed, 352 insertions(+), 79 deletions(-) diff --git a/SystemUpdates/test_hurdle_regression.ipynb b/SystemUpdates/test_hurdle_regression.ipynb index e8a28fe..8dc40d4 100644 --- a/SystemUpdates/test_hurdle_regression.ipynb +++ b/SystemUpdates/test_hurdle_regression.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 10, "id": "8855fab3", "metadata": {}, "outputs": [ @@ -29,7 +29,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 15, "id": "ef27dd3d", "metadata": {}, "outputs": [], @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -49,105 +49,65 @@ " ['LGBMClassifier', 'LGBMRegressor'], # works\n", " ['RFClassifier', 'RFRegressor'], # works\n", " ['GBMClassifier', 'GBMRegressor'], # works\n", - " ['XGBClassifier', 'XGBRegressor'], # ERROR\n", + " ['XGBClassifier', 'XGBRegressor'], # works\n", " ['HGBClassifier' , 'HGBRegressor'], # works\n", " )" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Mean Squared Error: 2371.9485048605698\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Unique values in y_pred: [ 0. 5.36970758 5.45972824 6.00368166 6.17115736\n", - " 7.38824654 7.72989941 8.11780643 8.84334087 14.20652294\n", - " 16.49509811 17.23507881 18.49153328 18.53049469 20.50821114\n", - " 23.29917908 24.13950539 25.29778671 25.69455528 26.14474487\n", - " 28.56280708 30.57302666 33.96603394 34.80366135 34.81388474\n", - " 36.18664551 43.88962936 44.05439758 46.9725647 48.05633163\n", - " 56.44275665 60.55454636 68.95856476 78.83309174 80.66260529\n", - " 89.22534943 135.90632629 136.55148315 138.81764221 153.76048279\n", - " 173.96638489 174.86297607 191.65367126 225.63964844 272.00164795]\n" + "Manual test passed for both scenarios (with and without indicator).\n" ] } ], "source": [ - "test_hurdle_regression(clf_name='XGBClassifier', reg_name='XGBRegressor')\n", - "\n", "manual_test(clf_name='XGBClassifier', reg_name='XGBRegressor')" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Mean Squared Error: 2295.0675609124587\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Unique values in y_pred: [ 0. 7.05247259 7.29499006 9.05723572 9.23060417\n", - " 9.27147102 10.35770035 10.83037567 11.56914902 18.29896545\n", - " 19.47968102 20.04990196 20.39479828 20.68610954 21.19950104\n", - " 21.55677986 22.3193512 22.94452477 22.98357582 23.77766609\n", - " 24.07977676 31.07035446 33.43093872 33.66051483 35.45606613\n", - " 40.80013657 44.40807343 45.49476624 51.83875656 51.92784882\n", - " 56.87495041 66.78969574 71.67407227 71.82209778 82.4887085\n", - " 87.12380219 134.44360352 135.72976685 137.40731812 139.53747559\n", - " 152.21334839 172.40542603 181.48828125 200.80839539 221.89425659\n", - " 236.83706665]\n" + "Manual test passed for both scenarios (with and without indicator).\n" ] } ], "source": [ - "test_hurdle_regression(clf_name='RFClassifier', reg_name='RFRegressor')\n", - "\n", "manual_test(clf_name='RFClassifier', reg_name='RFRegressor')" ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Mean Squared Error: 2244.935775669264\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Unique values in y_pred: [ 0. 2.61119613 9.42074413 9.77545749 11.4626107\n", - " 13.67332206 14.75806543 14.82444991 16.36880702 16.43111973\n", - " 16.46255309 16.63185114 21.69141381 23.87158514 25.71728438\n", - " 26.72399249 28.1269722 28.9622771 30.47911628 31.03246349\n", - " 31.79369635 32.04868579 35.16849188 36.93921943 37.58962067\n", - " 40.8743762 41.83361576 49.38447034 54.25266832 57.2826274\n", - " 60.22053419 69.28316027 81.2264112 81.29463064 91.78248308\n", - " 119.87772298 135.66918873 137.7086529 139.92885239 141.08343363\n", - " 188.64063175 192.59661026 196.65833641 199.90823672 208.00439332]\n" + "Manual test passed for both scenarios (with and without indicator).\n" ] } ], "source": [ - "test_hurdle_regression(clf_name='HGBClassifier', reg_name='HGBRegressor')\n", - "\n", "manual_test(clf_name='HGBClassifier', reg_name='HGBRegressor')" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -168,14 +128,12 @@ } ], "source": [ - "test_hurdle_regression(clf_name='logistic', reg_name='linear')\n", - "\n", "manual_test(clf_name='logistic', reg_name='linear')" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -10377,7 +10335,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000583 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000387 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 56\n", "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", @@ -10888,7 +10846,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000547 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000181 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 56\n", "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", @@ -11399,7 +11357,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 57, number of negative: 43\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000561 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000442 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 70\n", "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", @@ -11655,7 +11613,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000263 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000250 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 40\n", "[LightGBM] [Info] Number of data points in the train set: 57, number of used features: 2\n", @@ -12161,7 +12119,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 50, number of negative: 50\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000467 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000311 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 70\n", "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", @@ -12416,7 +12374,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000586 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000444 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 36\n", "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 2\n", @@ -13432,7 +13390,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 186, number of negative: 614\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000947 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000846 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 10200\n", "[LightGBM] [Info] Number of data points in the train set: 800, number of used features: 40\n", @@ -13578,7 +13536,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000234 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000545 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 2537\n", "[LightGBM] [Info] Number of data points in the train set: 186, number of used features: 40\n", @@ -24041,7 +23999,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000560 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000399 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 56\n", "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", @@ -24552,7 +24510,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000490 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000264 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 56\n", "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", @@ -25063,7 +25021,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 57, number of negative: 43\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000519 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000292 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 70\n", "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", @@ -25319,7 +25277,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000441 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000148 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 40\n", "[LightGBM] [Info] Number of data points in the train set: 57, number of used features: 2\n", @@ -25825,7 +25783,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 50, number of negative: 50\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000519 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000251 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 70\n", "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", @@ -26080,7 +26038,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000220 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000417 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 36\n", "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 2\n", @@ -27095,13 +27053,46 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 48, number of negative: 52\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000618 seconds.\n", + "[LightGBM] [Info] Number of positive: 484, number of negative: 516\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000938 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 3500\n", - "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 100\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.480000 -> initscore=-0.080043\n", - "[LightGBM] [Info] Start training from score -0.080043\n", + "[LightGBM] [Info] Total Bins 5100\n", + "[LightGBM] [Info] Number of data points in the train set: 1000, number of used features: 20\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.484000 -> initscore=-0.064022\n", + "[LightGBM] [Info] Start training from score -0.064022\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000315 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 3232\n", + "[LightGBM] [Info] Number of data points in the train set: 484, number of used features: 20\n", + "[LightGBM] [Info] Start training from score 180.703891\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -27344,6 +27335,22 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Number of positive: 484, number of negative: 516\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000346 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 5100\n", + "[LightGBM] [Info] Number of data points in the train set: 1000, number of used features: 20\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.484000 -> initscore=-0.064022\n", + "[LightGBM] [Info] Start training from score -0.064022\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -27352,11 +27359,40 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000554 seconds.\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000375 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 1761\n", - "[LightGBM] [Info] Number of data points in the train set: 48, number of used features: 100\n", - "[LightGBM] [Info] Start training from score 154.748315\n", + "[LightGBM] [Info] Total Bins 1575\n", + "[LightGBM] [Info] Number of data points in the train set: 231, number of used features: 20\n", + "[LightGBM] [Info] Start training from score 184.599654\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -27581,6 +27617,87 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000187 seconds.\n", + "You can set `force_col_wise=true` to remove the overhead.\n", + "[LightGBM] [Info] Total Bins 1720\n", + "[LightGBM] [Info] Number of data points in the train set: 253, number of used features: 20\n", + "[LightGBM] [Info] Start training from score 177.146889\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -27606,7 +27723,156 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n" + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "Manual test passed for both scenarios (with and without indicator).\n" ] } ], @@ -27615,6 +27881,13 @@ "\n", "manual_test(clf_name='LGBMClassifier', reg_name='LGBMRegressor')" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From af98350bb34e4ec3c21c133e7642eeebd773ac85 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Wed, 22 Nov 2023 16:53:59 +0100 Subject: [PATCH 10/20] Improve hurdle regression class --- Tools/ViewsEstimators.py | 307 ++++++++++++++++++++++++++------------- 1 file changed, 208 insertions(+), 99 deletions(-) diff --git a/Tools/ViewsEstimators.py b/Tools/ViewsEstimators.py index 05faf51..026b936 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/ViewsEstimators.py @@ -6,18 +6,21 @@ from sklearn.base import BaseEstimator from sklearn.utils.estimator_checks import check_estimator from sklearn.utils.validation import check_X_y, check_array, check_is_fitted -from sklearn.ensemble import GradientBoostingClassifier, GradientBoostingRegressor + +from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier, GradientBoostingRegressor, GradientBoostingClassifier, HistGradientBoostingRegressor, HistGradientBoostingClassifier from sklearn.datasets import make_regression, make_classification from sklearn.model_selection import train_test_split from sklearn.metrics import mean_squared_error from sklearn.dummy import DummyClassifier -from sklearn.ensemble import HistGradientBoostingRegressor, HistGradientBoostingClassifier from xgboost import XGBRegressor, XGBClassifier, XGBRFRegressor, XGBRFClassifier from lightgbm import LGBMClassifier, LGBMRegressor -class HurdleRegressionWithOptionalFixedSplit(BaseEstimator): +#################### +# HurdleRegression # +#################### +class HurdleRegression(BaseEstimator): """ Regression model which handles excessive zeros by fitting a two-part model and combining predictions: 1) binary classifier 2) continuous regression @@ -30,40 +33,43 @@ class HurdleRegressionWithOptionalFixedSplit(BaseEstimator): """ # Define the constructor method for the class def __init__(self, - clf_name: str = 'logistic', # name of the classifier to use - reg_name: str = 'linear', # name of the regressor to use + clf_name: str = 'logistic', + reg_name: str = 'linear', clf_params: Optional[dict] = None, reg_params: Optional[dict] = None): - + self.clf_name = clf_name self.reg_name = reg_name self.clf_params = clf_params self.reg_params = reg_params - + @staticmethod - def _resolve_estimator(estimator_name: str): + def _resolve_estimator(estimator_name: str, random_state=None): """ Lookup table for supported estimators. This is necessary because sklearn estimator default arguments must pass equality test, and instantiated sub-estimators are not equal. """ estimators = { - 'logistic': LogisticRegression(solver='liblinear'), 'linear': LinearRegression(), - - 'LGBMClassifier': LGBMClassifier(n_estimators=250), - 'LGBMRegressor': LGBMRegressor(n_estimators=250), + 'logistic': LogisticRegression(solver='liblinear', random_state=random_state), + + 'LGBMRegressor': LGBMRegressor(n_estimators=250, random_state=random_state), + 'LGBMClassifier': LGBMClassifier(n_estimators=250, random_state=random_state), - 'RFClassifier': XGBRFClassifier(n_estimators=250,n_jobs=-2), - 'RFRegressor': XGBRFRegressor(n_estimators=250,n_jobs=-2), + 'RFRegressor': RandomForestRegressor(n_estimators=250, random_state=random_state), + 'RFClassifier': RandomForestClassifier(n_estimators=250, random_state=random_state), - 'GBMClassifier': GradientBoostingClassifier(n_estimators=200), - 'GBMRegressor': GradientBoostingRegressor(n_estimators=200), + 'XGBRFRegressor': XGBRFRegressor(n_estimators=100, learning_rate=0.05, random_state=random_state), + 'XGBRFClassifier': XGBRFClassifier(n_estimators=100, learning_rate=0.05, random_state=random_state), - 'XGBClassifier': XGBClassifier(n_estimators=100,learning_rate=0.05,n_jobs=-2), - 'XGBRegressor': XGBRegressor(n_estimators=100,learning_rate=0.05,n_jobs=-2), + 'GBMRegressor': GradientBoostingRegressor(n_estimators=200, random_state=random_state), + 'GBMClassifier': GradientBoostingClassifier(n_estimators=200, random_state=random_state), - 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200), - 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200), + 'XGBRegressor': XGBRegressor(n_estimators=100, learning_rate=0.05, random_state=random_state), + 'XGBClassifier': XGBClassifier(n_estimators=100, learning_rate=0.05, random_state=random_state), + + 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200, random_state=random_state), + 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200, random_state=random_state), } estimator = estimators.get(estimator_name) @@ -72,8 +78,7 @@ def _resolve_estimator(estimator_name: str): # Define the fit method for the class to train the model def fit(self, X: Union[np.ndarray, pd.DataFrame], - y: Union[np.ndarray, pd.Series], - indicator: Optional[Union[np.ndarray, pd.Series]] = None): + y: Union[np.ndarray, pd.Series]): # Use sklearn fucntionality to check X and y for consistent length and enforce X to be 2D and y 1D. # By default, X is checked to be non-empty and containing only finite values. @@ -92,11 +97,14 @@ def fit(self, if X.shape[1] < 2: raise ValueError('Cannot fit model when n_features = 1') - self.clf_ = self._resolve_estimator(self.clf_name) - + # Instantiate the classifier + self.clf_ = self._resolve_estimator(self.clf_name, random_state=42) if self.clf_params: self.clf_.set_params(**self.clf_params) + # Check if there are more than one unique values in y + # and if yes, fit the classifier to X, so y that is > 0, becomes 1 + # and if not, it is 0 if len(np.unique(y)) > 1: self.clf_.fit(X, y > 0) else: @@ -104,112 +112,81 @@ def fit(self, self.clf_ = DummyClassifier(strategy='most_frequent') self.clf_.fit(X, y > 0) - # Fit regressor based on whether an indicator is provided - if indicator is not None: - self.reg_0 = self._resolve_estimator(self.reg_name) - self.reg_1 = self._resolve_estimator(self.reg_name) - if self.reg_params: - self.reg_0.set_params(**self.reg_params) - self.reg_1.set_params(**self.reg_params) - self.reg_0.fit(X[(y > 0) & (indicator == 0)], y[(y > 0) & (indicator == 0)]) - self.reg_1.fit(X[(y > 0) & (indicator == 1)], y[(y > 0) & (indicator == 1)]) - else: - # Initialize and fit a single regressor when no indicator is provided - self.reg_ = self._resolve_estimator(self.reg_name) - if self.reg_params: - self.reg_.set_params(**self.reg_params) - self.reg_.fit(X[y > 0], y[y > 0]) + # Instantiate the regressor + self.reg_ = self._resolve_estimator(self.reg_name, random_state=42) + if self.reg_params: + self.reg_.set_params(**self.reg_params) + + # Fit the regressor to the subset of the data where y > 0 + self.reg_.fit(X[y > 0], y[y > 0]) self.is_fitted_ = True return self def predict(self, - X: Union[np.ndarray, pd.DataFrame], - indicator: Optional[Union[np.ndarray, pd.Series]] = None): + X: Union[np.ndarray, pd.DataFrame]): """ Predict combined response using binary classification outcome """ X = check_array(X, accept_sparse=False, accept_large_sparse=False) + check_is_fitted(self, 'is_fitted_') - - if indicator is not None: - # Use different regressors for prediction based on the indicator - pred_0 = self.clf_.predict(X[indicator == 0]) * self.reg_0.predict(X[indicator == 0]) - pred_1 = self.clf_.predict(X[indicator == 1]) * self.reg_1.predict(X[indicator == 1]) - - # Combine the predictions - pred = np.zeros(X.shape[0]) - pred[indicator == 0] = pred_0 - pred[indicator == 1] = pred_1 - else: - pred = self.clf_.predict(X) * self.reg_.predict(X) - return pred + if X.shape[1] != self.n_features_in_: + raise ValueError(f"Number of features of the model must match the input. Model n_features_in_ is {self.n_features_in_} and input n_features is {X.shape[1]}") - def predict_expected_value(self, - X: Union[np.ndarray, pd.DataFrame], - indicator: Optional[Union[np.ndarray, pd.Series]] = None): + # Make predictions using the classifier + clf_predictions = self.clf_.predict(X) + + # Make predictions using the regressor + reg_predictions = self.reg_.predict(X) + + # The final prediction is the product of the classifier and regressor predictions + combined_predictions = clf_predictions * reg_predictions + + return combined_predictions + + def predict_expected_value(self, X: Union[np.ndarray, pd.DataFrame]): """ Predict combined response using probabilistic classification outcome """ X = check_array(X, accept_sparse=False, accept_large_sparse=False) + check_is_fitted(self, 'is_fitted_') - if indicator is not None: - # Use different regressors for prediction based on the indicator - pred_0 = self.clf_.predict_proba(X[indicator == 0])[:, 1] * self.reg_0.predict(X[indicator == 0]) - pred_1 = self.clf_.predict_proba(X[indicator == 1])[:, 1] * self.reg_1.predict(X[indicator == 1]) - - # Combine the predictions - pred = np.zeros(X.shape[0]) - pred[indicator == 0] = pred_0 - pred[indicator == 1] = pred_1 - else: - pred = self.clf_.predict_proba(X)[:, 1] * self.reg_.predict(X) - - return pred - + if X.shape[1] != self.n_features_in_: + raise ValueError(f"Number of features of the model must match the input. Model n_features_in_ is {self.n_features_in_} and input n_features is {X.shape[1]}") -def manual_test(clf_name:str='logistic', reg_name:str='linear'): - """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ - # Test without indicator - reg = HurdleRegressionWithOptionalFixedSplit(clf_name=clf_name, reg_name=reg_name) - check_estimator(reg) + # Make predictions using the classifier, take probbailities of being in class 1 ("positive" class) + clf_prob_predictions = self.clf_.predict_proba(X)[:, 1] - # Create a regression dataset - X, y = make_regression(n_samples=1000, n_features=20, noise=0.1) - reg.fit(X, y) - reg.predict(X) - - # Test with indicator - # Create a classification dataset for the indicator - _, indicator = make_classification(n_samples=1000, n_features=20, n_classes=2, n_clusters_per_class=1) - - # Fit and predict with the indicator - reg.fit(X, y, indicator) - reg.predict(X, indicator) - - print("Manual test passed for both scenarios (with and without indicator).") + # Make predictions using the regressor + reg_predictions = self.reg_.predict(X) + # The final prediction is the product of the classifier and regressor predictions + combined_predictions = clf_prob_predictions * reg_predictions + + return combined_predictions def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ # Create a synthetic regression dataset - X_reg, y_reg = make_regression(n_samples=1000, n_features=20, n_informative=2, random_state=42) + X_reg, y_reg = make_regression(n_samples=1000, n_features=20, n_informative=2) # Create a synthetic classification dataset - X_clf, y_clf = make_classification(n_samples=1000, n_features=20, n_informative=2, n_redundant=10, random_state=42) + X_clf, y_clf = make_classification(n_samples=1000, n_features=20, n_informative=2, n_redundant=10) # Combine the two datasets X = np.hstack([X_clf, X_reg]) y = y_clf * y_reg # Split the data into training and testing sets - X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) - + X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2) + # Instantiate a HurdleRegression object - hr = HurdleRegressionWithOptionalFixedSplit(clf_name=clf_name, reg_name=reg_name) - check_estimator(hr) + hr = HurdleRegression(clf_name=clf_name, reg_name=reg_name) + check_estimator(hr) + # Fit the model to the data hr.fit(X_train, y_train) @@ -218,12 +195,144 @@ def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): # Evaluate the model print('Mean Squared Error:', mean_squared_error(y_test, y_pred)) - + # Check if predictions have the same shape as y print(f"Shape of y_pred: {y_pred.shape}") print(f"Shape of y_test: {y_test.shape}") assert y_pred.shape == y_test.shape, "Predictions and y do not have the same shape" - # Check if all predictions are either 0 or 1 (since it's a binary prediction) - print(f"Unique values in y_pred: {np.unique(y_pred)}") + # Make predictions + y_pred_prob = hr.predict_expected_value(X_test) + + # Evaluate the model + print('Mean Squared Error:', mean_squared_error(y_test, y_pred_prob)) + + # Check if predictions have the same shape as y + print(f"Shape of y_pred_prob: {y_pred_prob.shape}") + print(f"Shape of y_test: {y_test.shape}") + + assert y_pred_prob.shape == y_test.shape, "Probability predictions and y do not have the same shape" + + +############ WIP ############ +# FixedFirstSplitRegression # +############ WIP ############ +class FixedFirstSplitRegression(BaseEstimator): + def __init__(self, + ones_model_name: str = 'RFRegressor', + zeros_model_name: str = 'RFRegressor', + ones_model_params: Optional[dict] = None, + zeros_model_params: Optional[dict] = None, + split_by: str = ''): + + self.ones_model_name = ones_model_name + self.zeros_model_name = zeros_model_name + self.ones_model_params = ones_model_params + self.zeros_model_params = zeros_model_params + self.split_by = split_by + + self.ones_ = None + self.zeros_ = None + + @staticmethod + def _resolve_estimator(estimator_name: str): + funcs = { + 'linear': LinearRegression(), + 'logistic': LogisticRegression(solver='liblinear'), + + 'LGBMRegressor': LGBMRegressor(n_estimators=250), + 'LGBMClassifier': LGBMClassifier(n_estimators=250), + + 'RFRegressor': RandomForestRegressor(n_estimators=250), + 'RFClassifier': RandomForestClassifier(n_estimators=250), + + 'GBMRegressor': GradientBoostingRegressor(n_estimators=200), + 'GBMClassifier': GradientBoostingClassifier(n_estimators=200), + + 'XGBRegressor': XGBRegressor(n_estimators=100, learning_rate=0.05), + 'XGBClassifier': XGBClassifier(n_estimators=100, learning_rate=0.05), + + 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200), + 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200), + } + + return funcs[estimator_name] + + def fit(self, + X: Union[np.ndarray, pd.DataFrame], + y: Union[np.ndarray, pd.Series], + ): + + """ Fit the model based on the indicator values. """ + if isinstance(X, np.ndarray): + X = pd.DataFrame(X) + if self.split_by not in X.columns: + raise ValueError(f"split_by column '{self.split_by}' not found in X") + + split_indicator = X[self.split_by].astype(int) + X = X.drop(columns=[self.split_by]) + X, y = check_X_y(X, y, accept_sparse=False, force_all_finite='allow-nan', dtype=np.float64) + + self.ones_ = self._resolve_estimator(self.ones_model_name) + if self.ones_model_params: + self.ones_.set_params(**self.ones_model_params) + self.ones_.fit(X[split_indicator == 1], y[split_indicator == 1]) + + self.zeros_ = self._resolve_estimator(self.zeros_model_name) + if self.zeros_model_params: + self.zeros_.set_params(**self.zeros_model_params) + self.zeros_.fit(X[split_indicator == 0], y[split_indicator == 0]) + + self.is_fitted_ = True + return self + + def predict(self, X: Union[np.ndarray, pd.DataFrame]): + """ Predict the response based on the split_by indicator values. """ + if isinstance(X, np.ndarray): + X = pd.DataFrame(X) + + check_is_fitted(self, 'is_fitted_') + + if self.split_by not in X: + raise ValueError(f"split_by column '{self.split_by}' not found in X") + + split_indicator = X[self.split_by].astype(int) + X = X.drop(columns=[self.split_by]) + + pred_ones = self.ones_.predict(X[split_indicator == 1]) + pred_zeros = self.zeros_.predict(X[split_indicator == 0]) + + pred = np.zeros(X.shape[0]) + pred[split_indicator == 1] = pred_ones + pred[split_indicator == 0] = pred_zeros + + # Create a DataFrame with predictions and split_by values + result = pd.DataFrame({ + 'prediction': pred, + 'split_by': split_indicator + }) + + return result + +def test_fixed_first_split_regression(zeros_model_name:str='linear', + ones_model_name:str='linear', + split_by = "split_by"): + """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ + # Create a regression dataset + X, y = make_classification(n_samples=100, n_features=20) + + # Convert to DataFrame and add a 'split_by' column + X = pd.DataFrame(X, columns=[f'feature_{i}' for i in range(X.shape[1])]) + X['split_by'] = np.random.randint(0, 2, len(y)) # Random 0s and 1s for the indicator + + # Initialize and fit the FixedFirstSplitRegression model + reg = FixedFirstSplitRegression(zeros_model_name=zeros_model_name, + ones_model_name=ones_model_name, + split_by=split_by) + + reg.fit(X, y) + + # Make predictions + result = reg.predict(X) + print("Predictions:", result) From 4ba5308b631c8a63ec3cf46f2c86fb2e1ff0821e Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Wed, 22 Nov 2023 16:54:18 +0100 Subject: [PATCH 11/20] Change testing notebook accordingly --- SystemUpdates/test_hurdle_regression.ipynb | 13738 +------------------ 1 file changed, 108 insertions(+), 13630 deletions(-) diff --git a/SystemUpdates/test_hurdle_regression.ipynb b/SystemUpdates/test_hurdle_regression.ipynb index 8dc40d4..ad0d9f4 100644 --- a/SystemUpdates/test_hurdle_regression.ipynb +++ b/SystemUpdates/test_hurdle_regression.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 101, "id": "8855fab3", "metadata": {}, "outputs": [ @@ -29,111 +29,123 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 102, "id": "ef27dd3d", "metadata": {}, "outputs": [], "source": [ "import settings # to append paths\n", - "from Tools.ViewsEstimators import test_hurdle_regression, manual_test" + "from Tools.ViewsEstimators import test_hurdle_regression, test_fixed_first_split_regression" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 103, "metadata": {}, "outputs": [], "source": [ "model_pairs = (\n", - " ['logistic', 'linear'], # works\n", - " ['LGBMClassifier', 'LGBMRegressor'], # works\n", - " ['RFClassifier', 'RFRegressor'], # works\n", - " ['GBMClassifier', 'GBMRegressor'], # works\n", - " ['XGBClassifier', 'XGBRegressor'], # works\n", - " ['HGBClassifier' , 'HGBRegressor'], # works\n", + " ['logistic', 'linear'], \n", + " ['LGBMClassifier', 'LGBMRegressor'],\n", + " ['RFClassifier', 'RFRegressor'],\n", + " ['XGBRFRegressor', 'XGBRFClassifier'],\n", + " ['GBMClassifier', 'GBMRegressor'],\n", + " ['XGBClassifier', 'XGBRegressor'],\n", + " ['HGBClassifier' , 'HGBRegressor'],\n", " )" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 115, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Manual test passed for both scenarios (with and without indicator).\n" + "Mean Squared Error: 3384.896990299893\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Mean Squared Error: 3579.88464134902\n", + "Shape of y_pred_prob: (200,)\n", + "Shape of y_test: (200,)\n" ] } ], "source": [ - "manual_test(clf_name='XGBClassifier', reg_name='XGBRegressor')" + "test_hurdle_regression(clf_name='RFClassifier', reg_name='RFRegressor')" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 111, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Manual test passed for both scenarios (with and without indicator).\n" + "Mean Squared Error: 1380.1299059777762\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Mean Squared Error: 1356.3640958596118\n", + "Shape of y_pred_prob: (200,)\n", + "Shape of y_test: (200,)\n" ] } ], "source": [ - "manual_test(clf_name='RFClassifier', reg_name='RFRegressor')" + "test_hurdle_regression(clf_name='XGBClassifier', reg_name='XGBRegressor')" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 112, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Manual test passed for both scenarios (with and without indicator).\n" + "Mean Squared Error: 2523.553194980784\n", + "Shape of y_pred: (200,)\n", + "Shape of y_test: (200,)\n", + "Mean Squared Error: 2401.1612397247527\n", + "Shape of y_pred_prob: (200,)\n", + "Shape of y_test: (200,)\n" ] } ], "source": [ - "manual_test(clf_name='HGBClassifier', reg_name='HGBRegressor')" + "test_hurdle_regression(clf_name='HGBClassifier', reg_name='HGBRegressor')" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 113, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Mean Squared Error: 3047.471157934103\n", + "Mean Squared Error: 264.21752564127655\n", "Shape of y_pred: (200,)\n", "Shape of y_test: (200,)\n", - "Unique values in y_pred: [-49.07507675 -22.57920448 -14.9927884 -14.28660851 -13.48960477\n", - " -1.83638423 -0. 2.44556928 18.05156482 20.20630614\n", - " 20.38527452 27.87534472 30.29496192 37.69268008 41.56537311\n", - " 44.26971058 49.29129222 55.32968173 58.86246934 63.16230225\n", - " 68.82566329 93.40572485 126.89419091 134.51274509 140.08119862\n", - " 145.14649211 145.66325041 174.01868368 174.43006022 177.41461545\n", - " 196.468051 216.87434511 266.49387517 282.82746049]\n" + "Mean Squared Error: 220.16255147444448\n", + "Shape of y_pred_prob: (200,)\n", + "Shape of y_test: (200,)\n" ] } ], "source": [ - "manual_test(clf_name='logistic', reg_name='linear')" + "test_hurdle_regression(clf_name='logistic', reg_name='linear')" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 107, "metadata": {}, "outputs": [ { @@ -10335,7 +10347,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000387 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000404 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 56\n", "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", @@ -10846,7 +10858,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000181 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000303 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 56\n", "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", @@ -11357,7 +11369,7 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 57, number of negative: 43\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000442 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000434 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 70\n", "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", @@ -11613,7 +11625,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000250 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000332 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 40\n", "[LightGBM] [Info] Number of data points in the train set: 57, number of used features: 2\n", @@ -12119,7 +12131,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Info] Number of positive: 50, number of negative: 50\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000311 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000219 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 70\n", "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", @@ -12374,7 +12386,7 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000444 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000394 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 36\n", "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 2\n", @@ -13389,15 +13401,13 @@ "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 186, number of negative: 614\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000846 seconds.\n", + "[LightGBM] [Info] Number of positive: 212, number of negative: 588\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000517 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", "[LightGBM] [Info] Total Bins 10200\n", "[LightGBM] [Info] Number of data points in the train set: 800, number of used features: 40\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.232500 -> initscore=-1.194248\n", - "[LightGBM] [Info] Start training from score -1.194248\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.265000 -> initscore=-1.020141\n", + "[LightGBM] [Info] Start training from score -1.020141\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -13533,14 +13543,11 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000545 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000233 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 2537\n", - "[LightGBM] [Info] Number of data points in the train set: 186, number of used features: 40\n", - "[LightGBM] [Info] Start training from score 81.329528\n", + "[LightGBM] [Info] Total Bins 2895\n", + "[LightGBM] [Info] Number of data points in the train set: 212, number of used features: 40\n", + "[LightGBM] [Info] Start training from score 61.388686\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -13791,13582 +13798,40 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "Mean Squared Error: 2249.293044521904\n", + "Mean Squared Error: 2048.384066196613\n", "Shape of y_pred: (200,)\n", "Shape of y_test: (200,)\n", - "Unique values in y_pred: [ -3.45632106 -0. 8.04151308 9.98143347 11.20176115\n", - " 12.55815688 14.51560258 16.08691639 17.09021034 18.52053502\n", - " 19.04490319 19.09534506 19.45796328 20.33529057 23.85896959\n", - " 25.31809874 27.1008143 27.24690395 29.38838574 30.13225098\n", - " 31.98584154 33.20327317 33.81523585 33.98326068 34.3799777\n", - " 40.9438535 41.66300434 43.81972994 50.09723755 54.09315692\n", - " 55.51698282 56.9518789 73.60474454 74.33811333 80.35041503\n", - " 96.22458267 119.16481589 131.91139141 137.01981421 137.42545088\n", - " 141.44983649 187.03447191 189.21190964 196.94876756 201.22271333\n", - " 208.14758448]\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 20, number of negative: 10\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", - "[LightGBM] [Info] Start training from score 1.550597\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.909091\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", - "[LightGBM] [Info] Start training from score 1.550597\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.909091\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000399 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 56\n", - "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", - "[LightGBM] [Info] Start training from score -0.100083\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000264 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 56\n", - "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", - "[LightGBM] [Info] Start training from score -0.100083\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 57, number of negative: 43\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000292 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 70\n", - "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.570000 -> initscore=0.281851\n", - "[LightGBM] [Info] Start training from score 0.281851\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000148 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 40\n", - "[LightGBM] [Info] Number of data points in the train set: 57, number of used features: 2\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 50, number of negative: 50\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000251 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 70\n", - "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000417 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 36\n", - "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 2\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 484, number of negative: 516\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000938 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 5100\n", - "[LightGBM] [Info] Number of data points in the train set: 1000, number of used features: 20\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.484000 -> initscore=-0.064022\n", - "[LightGBM] [Info] Start training from score -0.064022\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000315 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 3232\n", - "[LightGBM] [Info] Number of data points in the train set: 484, number of used features: 20\n", - "[LightGBM] [Info] Start training from score 180.703891\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Number of positive: 484, number of negative: 516\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000346 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 5100\n", - "[LightGBM] [Info] Number of data points in the train set: 1000, number of used features: 20\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.484000 -> initscore=-0.064022\n", - "[LightGBM] [Info] Start training from score -0.064022\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000375 seconds.\n", + "Mean Squared Error: 2032.4149839994761\n", + "Shape of y_pred_prob: (200,)\n", + "Shape of y_test: (200,)\n" + ] + } + ], + "source": [ + "test_hurdle_regression(clf_name='LGBMClassifier', reg_name='LGBMRegressor')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test Fixed First Split Regression" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000238 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 1575\n", - "[LightGBM] [Info] Number of data points in the train set: 231, number of used features: 20\n", - "[LightGBM] [Info] Start training from score 184.599654\n", + "[LightGBM] [Info] Total Bins 366\n", + "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 20\n", + "[LightGBM] [Info] Start training from score 0.540000\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -27617,11 +14082,11 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000187 seconds.\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000183 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 1720\n", - "[LightGBM] [Info] Number of data points in the train set: 253, number of used features: 20\n", - "[LightGBM] [Info] Start training from score 177.146889\n", + "[LightGBM] [Info] Total Bins 366\n", + "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 20\n", + "[LightGBM] [Info] Start training from score 0.460000\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -27872,14 +14337,27 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "Manual test passed for both scenarios (with and without indicator).\n" + "Predictions: prediction split_by\n", + "0 0.062920 1\n", + "1 0.183209 0\n", + "2 0.337309 1\n", + "3 0.469982 1\n", + "4 0.798220 0\n", + ".. ... ...\n", + "95 0.102793 1\n", + "96 1.085240 1\n", + "97 0.076833 0\n", + "98 -0.185776 1\n", + "99 0.849326 0\n", + "\n", + "[100 rows x 2 columns]\n" ] } ], "source": [ - "test_hurdle_regression(clf_name='LGBMClassifier', reg_name='LGBMRegressor')\n", - "\n", - "manual_test(clf_name='LGBMClassifier', reg_name='LGBMRegressor')" + "test_fixed_first_split_regression(zeros_model_name='LGBMRegressor', \n", + " ones_model_name='LGBMRegressor', \n", + " split_by = \"split_by\")" ] }, { From 025e752b61b1f5b7aea7c8afe370d96604f2cb42 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Wed, 22 Nov 2023 16:54:55 +0100 Subject: [PATCH 12/20] Comment back the FixedFirstSplitRegression --- SystemUpdates/ModelDefinitions.py | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/SystemUpdates/ModelDefinitions.py b/SystemUpdates/ModelDefinitions.py index e58ee5e..b9ba36a 100644 --- a/SystemUpdates/ModelDefinitions.py +++ b/SystemUpdates/ModelDefinitions.py @@ -7,7 +7,7 @@ from xgboost import XGBRegressor, XGBRFRegressor from lightgbm import LGBMRegressor -from Tools.ViewsEstimators import HurdleRegression +from Tools.ViewsEstimators import HurdleRegression, FixedFirstSplitRegression def DefineEnsembleModels(level): @@ -16,18 +16,18 @@ def DefineEnsembleModels(level): if level == 'cm': nj = 12 -# model = { -# 'modelname': 'fatalities003_baseline_ons', -# 'algorithm': FixedFirstSplitRegression(ones_name='LGBMClassifier', zeros_name='LGBMRegressor',onset_indicator = ''), -# 'depvar': 'ln_ged_sb_dep', -# 'data_train': 'baseline002', -# 'queryset': 'fatalities002_baseline', -# 'preprocessing': 'float_it', -# 'level': 'cm', -# 'description': 'Baseline model with a few conflict history features as well as log population, random forests regression model.', -# 'long_description': 'A very simple model with only five data columns (each column representing one feature): The number of fatalities in the same country at $t-1$, three decay functions of time since there was at least five fatalities in a single month, for each of the UCDP conflict types -- state-based, one-sided, or non-state conflict -- and log population size (Hegre2020RP,Pettersson2021JPR).The features in the baseline are included in all the models described below. This ensures that all models in the ensemble provides at least moderately good predictions, while guaranteeing diversity in feature sets and modelling approaches.' -# } -# ModelList.append(model) + #model = { + # 'modelname': 'fatalities003_baseline_ons', + # 'algorithm': FixedFirstSplitRegression(ones_name='LGBMClassifier', zeros_name='LGBMClassifier',onset_indicator = 'split_by'), + # 'depvar': 'ln_ged_sb_dep', + # 'data_train': 'baseline002', + # 'queryset': 'fatalities002_baseline', + # 'preprocessing': 'float_it', + # 'level': 'cm', + # 'description': 'Baseline model with a few conflict history features as well as log population, random forests regression model.', + # 'long_description': 'A very simple model with only five data columns (each column representing one feature): The number of fatalities in the same country at $t-1$, three decay functions of time since there was at least five fatalities in a single month, for each of the UCDP conflict types -- state-based, one-sided, or non-state conflict -- and log population size (Hegre2020RP,Pettersson2021JPR).The features in the baseline are included in all the models described below. This ensures that all models in the ensemble provides at least moderately good predictions, while guaranteeing diversity in feature sets and modelling approaches.' + #} + #ModelList.append(model) model = { 'modelname': 'fatalities003_nl_baseline_rf', From eb138cc909d7ff4fac35f4b7478a7f4c89a0d201 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Wed, 22 Nov 2023 16:59:45 +0100 Subject: [PATCH 13/20] Delete unused notebook --- SystemUpdates/cm_constituentmodels_kate.ipynb | 12067 ---------------- 1 file changed, 12067 deletions(-) delete mode 100644 SystemUpdates/cm_constituentmodels_kate.ipynb diff --git a/SystemUpdates/cm_constituentmodels_kate.ipynb b/SystemUpdates/cm_constituentmodels_kate.ipynb deleted file mode 100644 index de441d9..0000000 --- a/SystemUpdates/cm_constituentmodels_kate.ipynb +++ /dev/null @@ -1,12067 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "1098f7cb", - "metadata": {}, - "source": [ - "\n", - "# ViEWS 3 constituent models \n", - "## ViEWS production system, cm level\n", - "\n", - "\n", - "This notebook trains a set of regression models for use in the monthly updated ViEWS predicting fatalities ensemble\n", - "\n", - "The notebook does the following: \n", - "1. Retrieves data through querysets and stores in DataSets, a list of dictionaries\n", - "2. Specifies the metadata of a number of models, stores in ModelList, a list of dictionaries\n", - "3. Trains the models in ModelList, stores the trained objects in model storage and prediction storage\n", - "4. Saves part of ModelList as csv and the rest as pickles\n" - ] - }, - { - "cell_type": "markdown", - "id": "c98f7cba", - "metadata": {}, - "source": [ - "## Importing modules" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "8855fab3", - "metadata": {}, - "outputs": [], - "source": [ - "%load_ext autoreload\n", - "%autoreload 2" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "ef27dd3d", - "metadata": {}, - "outputs": [], - "source": [ - "from settings import Mydropbox, username, overleafpath\n", - "\n", - "from data import make_queryset_documentation, get_data\n", - "\n", - "# Basics\n", - "import numpy as np\n", - "import pandas as pd\n", - "\n", - "\n", - "from xgboost import XGBRegressor\n", - "from xgboost import XGBClassifier\n", - "from xgboost import XGBRFRegressor, XGBRFClassifier\n", - "\n", - "from lightgbm import LGBMClassifier, LGBMRegressor\n", - "\n", - "\n", - "from views_runs import storage\n", - "from views_forecasts.extensions import *\n", - "\n", - "\n", - "from FetchData import RetrieveFromList, document_queryset, ReturnQsList, document_ensemble\n", - "from ViewsEstimators import *\n" - ] - }, - { - "cell_type": "markdown", - "id": "3300ea25", - "metadata": {}, - "source": [ - "## Check common parameters" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "User: root\n", - "Setting Mydropbox to /Users/root/Dropbox (ViEWS)/ViEWS\n", - "Overleaf path set to /Users/root/Dropbox (ViEWS)/Apps/Overleaf/VIEWS documentation Fatalities003/\n" - ] - } - ], - "source": [ - "print('User:', username)\n", - "print('Setting Mydropbox to', Mydropbox)\n", - "print('Overleaf path set to', overleafpath)" - ] - }, - { - "cell_type": "markdown", - "id": "fdcf0208", - "metadata": {}, - "source": [ - "## Get data" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "36a457b0", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " . fatalities003_baseline; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_baseline_nonlog; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_topics_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", - "fatalities003_aquastat_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_cm_conflict_history_stub; A dataset with 24 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_cm_conflict_history_ext; A dataset with 33 columns, with data between t = 1 and 852. (213 units)\n", - " . fatalities003_vdem_short_stub; A dataset with 57 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_wdi_short_stub; A dataset with 26 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_joint_narrow; A dataset with 39 columns, with data between t = 1 and 852. (213 units)\n", - " . fatalities003_joint_broad_stub; A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", - "fatalities003_faostat_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", - "fatalities003_faoprices_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_imfweo_stub;A dataset with 5 columns, with data between t 1 and 852. (213 units)\n", - " . . . . . . . . . Model: fatalities003_baseline\n", - "Model: fatalities003_topics\n", - "Model: fatalities003_conflict_history\n", - "Model: fatalities003_conflict_history_nonlog\n", - "Model: fatalities003_conflict_history_long\n", - "Model: fatalities003_vdem_short\n", - "Model: fatalities003_wdi_short\n", - "Model: fatalities003_all_features\n", - "Model: fatalities003_joint_narrow\n", - "Model: fatalities003_joint_broad\n", - "Model: fatalities003_joint_broad_nonlog\n", - "Model: fatalities003_imfweo\n" - ] - } - ], - "source": [ - "make_queryset_documentation(level=\"cm\")" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " . fatalities003_baseline; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_baseline_nonlog; A dataset with 6 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_topics_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", - "fatalities003_aquastat_stub; A dataset with 62 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_cm_conflict_history_stub; A dataset with 24 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_cm_conflict_history_ext; A dataset with 33 columns, with data between t = 1 and 852. (213 units)\n", - " . fatalities003_vdem_short_stub; A dataset with 57 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_wdi_short_stub; A dataset with 26 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_joint_narrow; A dataset with 39 columns, with data between t = 1 and 852. (213 units)\n", - " . fatalities003_joint_broad_stub; A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", - "fatalities003_faostat_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", - "fatalities003_faoprices_stub;A dataset with 102 columns, with data between t 1 and 852. (213 units)\n", - " . fatalities003_imfweo_stub;A dataset with 5 columns, with data between t 1 and 852. (213 units)\n", - " . . . . . . . . . . joint_narrow: A dataset with 39 columns, with data between t = 1 and 852; 213 units.\n", - " . vdem_short: A dataset with 63 columns, with data between t = 1 and 852; 213 units.\n", - " . joint_broad: A dataset with 108 columns, with data between t = 1 and 852; 213 units.\n", - " . topics_003: A dataset with 68 columns, with data between t = 1 and 852; 213 units.\n", - " . all_features: A dataset with 186 columns, with data between t = 1 and 852; 213 units.\n", - " . baseline003: A dataset with 6 columns, with data between t = 1 and 852; 213 units.\n", - " . conflict_ln: A dataset with 30 columns, with data between t = 1 and 852; 213 units.\n", - " . conflictlong_ln: A dataset with 63 columns, with data between t = 1 and 852; 213 units.\n", - " . wdi_short: A dataset with 32 columns, with data between t = 1 and 852; 213 units.\n", - "all_features [9.99840484e-01 1.59318589e-04 1.96990535e-07 2.59914144e-13\n", - " 5.37470633e-16 5.77311028e-17 4.60799782e-17 1.25960180e-17\n", - " 9.98533092e-18 3.88488306e-18 5.68618444e-19 1.03848420e-20\n", - " 1.25981833e-21 1.12590704e-21 9.64861619e-22 2.99707091e-23\n", - " 1.51820373e-23 1.35812991e-23 1.14090555e-23 7.92910035e-24]\n", - "[2.86962084e+16 3.62236647e+14 1.27374308e+13 1.46310036e+10\n", - " 6.65329115e+08 2.18054014e+08 1.94811814e+08 1.01853462e+08\n", - " 9.06860300e+07 5.65650446e+07 2.16406166e+07 2.92455037e+06\n", - " 1.01862216e+06 9.62964833e+05 8.91439090e+05 1.57111389e+05\n", - " 1.11821210e+05 1.05762039e+05 9.69357569e+04 8.08111181e+04]\n", - "topics [1.00000000e+00 2.40404612e-11 3.28451028e-13 7.23176772e-14\n", - " 4.03766444e-14 2.55736843e-14 2.23265204e-14 1.64650245e-14\n", - " 1.57373069e-14 1.30153402e-14]\n", - "[3.55548124e+10 1.74329060e+05 2.03766931e+04 9.56138102e+03\n", - " 7.14436283e+03 5.68584531e+03 5.31262195e+03 4.56225527e+03\n", - " 4.46029515e+03 4.05626343e+03]\n", - "vdem [9.99997984e-01 2.01631280e-06 2.39517587e-11 5.60249786e-14\n", - " 8.22208742e-16 2.68942261e-16 1.34288237e-16 5.42275020e-17\n", - " 4.27413224e-17 3.38483220e-17 1.72177750e-17 1.05019336e-17\n", - " 8.98259516e-18 7.39613834e-18 6.21391897e-18]\n", - "[3.55548129e+10 5.04867934e+07 1.74007328e+05 8.41568913e+03\n", - " 1.01950622e+03 5.83080290e+02 4.12019548e+02 2.61823506e+02\n", - " 2.32446394e+02 2.06855659e+02 1.47532380e+02 1.15221485e+02\n", - " 1.06561358e+02 9.66944056e+01 8.86301793e+01]\n", - "wdi [9.99840484e-01 1.59318589e-04 1.96990535e-07 2.59914133e-13\n", - " 5.37452004e-16 5.77204273e-17 4.60114365e-17 1.25702694e-17\n", - " 9.89799023e-18 1.96594117e-18 3.56845786e-23 1.08282091e-23\n", - " 7.39135051e-25 2.67744795e-25 4.00541848e-26]\n", - "[2.86962084e+16 3.62236647e+14 1.27374308e+13 1.46310032e+10\n", - " 6.65317584e+08 2.18033852e+08 1.94666874e+08 1.01749305e+08\n", - " 9.02885481e+07 4.02387441e+07 1.71434982e+05 9.44359765e+04\n", - " 2.46729488e+04 1.48497683e+04 5.74358573e+03]\n" - ] - } - ], - "source": [ - "datasets = get_data(level = \"cm\")" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "name='fatalities003_conflict_history' loa='country_month' themes=['fatalities003'] description='Predicting ln(fatalities), cm level\\n \\n Queryset with baseline and first set of conflict history features\\n \\n ' operations=[[RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_dep']), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb']), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_ged_sb_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_ged_os_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_os_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['splag_1_decay_ged_sb_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='spatial.countrylag', arguments=['1', '1', '0', '0']), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['wdi_sp_pop_totl']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['12']), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), DatabaseOperation(namespace='base', name='wdi_cy.wdi_sp_pop_totl', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_1']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['1']), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_2']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['2']), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_3']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['3']), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_4']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['4']), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['5']), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tlag_6']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['6']), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ged_sb_tsum_24']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.moving_sum', arguments=['24']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_ged_sb_100']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['100']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_ged_sb_500']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['500']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_sb_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_ged_os_100']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['100']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_os_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_ged_ns_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_ns_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_ged_ns_100']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['100']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_ns_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ln_ged_ns']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='ops.ln', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_ns_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ln_ged_os']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='ops.ln', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_os_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ln_acled_sb']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='ops.ln', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_sb_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ln_acled_sb_count']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='ops.ln', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_sb_count', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ln_acled_os']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='ops.ln', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_os_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['ln_ged_os_tlag_1']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='temporal.tlag', arguments=['1']), TransformOperation(namespace='trf', name='missing.fill', arguments=[]), TransformOperation(namespace='trf', name='ops.ln', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_os_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_acled_sb_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_sb_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_acled_os_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_os_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['decay_acled_ns_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='acled2_cm.acled_ns_fat', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['splag_1_decay_ged_os_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='spatial.countrylag', arguments=['1', '1', '0', '0']), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_os_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['splag_1_decay_ged_ns_5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), TransformOperation(namespace='trf', name='spatial.countrylag', arguments=['1', '1', '0', '0']), TransformOperation(namespace='trf', name='temporal.decay', arguments=['24']), TransformOperation(namespace='trf', name='temporal.time_since', arguments=[]), TransformOperation(namespace='trf', name='bool.gte', arguments=['5']), TransformOperation(namespace='trf', name='missing.replace_na', arguments=[]), DatabaseOperation(namespace='base', name='ged2_cm.ged_ns_best_sum_nokgi', arguments=['values'])], [RenameOperation(namespace='trf', name='util.rename', arguments=['gleditsch_ward']), DatabaseOperation(namespace='base', name='country.gwcode', arguments=['values'])]]\n" - ] - } - ], - "source": [ - "ix = 2\n", - "print(qslist[ix])" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [ - 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gleditsch_wardged_sb_depged_sbln_ged_nsln_ged_osln_acled_sbln_acled_sb_countln_acled_oswdi_sp_pop_totlwdi_sm_pop_netm...topic10_conflict_t1_stocktopic11_diplomacy_t1_stocktopic12_power_t1_stocktopic13_sports_t1_stocktopic14_judiciary_t1_stocksplag_topic2_sanctions_t1_stocksplag_topic10_conflict_t1_stocksplag_topic11_diplomacy_t1_stocksplag_topic12_power_t1_stocksplag_topic14_judiciary_t1_stock
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FixedFirstSplitRegression(ones_name='LGBMClassifier',\n",
-       "                          zeros_name='LGBMRegressor')
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" - ], - "text/plain": [ - "FixedFirstSplitRegression(ones_name='LGBMClassifier',\n", - " zeros_name='LGBMRegressor')" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#FixedFirstSplitRegression(ones_name='LGBMClassifier', zeros_name='LGBMRegressor', ones_indicator = '')" - ] - }, - { - "cell_type": "markdown", - "id": "a925bdb3", - "metadata": {}, - "source": [ - "# Generating predictions\n", - "Using the ViEWS3 partitioning/stepshifting syntax. Training models for A: calibration partition and B: test partition, to test out some calibration routines. Most models trained with ln_ged_sb_best as outcome." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "990574dd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Help on class ModelMetadata in module views_schema.models:\n", - "\n", - "class ModelMetadata(pydantic.main.BaseModel)\n", - " | ModelMetadata(*, author: str, queryset_name: str, train_start: int, train_end: int, steps: Optional[List[int]] = None, training_date: datetime.datetime) -> None\n", - " | \n", - " | ModelMetadata\n", - " | =============\n", - " | \n", - " | Data used to organize model objects.\n", - " | \n", - " | parameters:\n", - " | author (str): Name of the user that authored the model object.\n", - " | queryset_name (str): Name of the queryset used to train the model\n", - " | train_start (int): Month identifier for training start date\n", - " | train_start (int): Month identifier for training end date\n", - " | training_date (datetime.datetime): Timestamp for training date (use datetime.datetime.now())\n", - " | \n", - " | example:\n", - " | \n", - " | # Instantiate the class with values\n", - " | \n", - " | my_metadata = ModelMetadata(\n", - " | author = \"my_name\",\n", - " | queryset_name = \"my_queryset\",\n", - " | train_start = 1,\n", - " | train_end = 300,\n", - " | steps = [1,2,3],\n", - " | training_date = datetime.datetime.now())\n", - " | \n", - " | # Create metadata with a views_runs.ViewsRun object. This fetches\n", - " | # values from the associated StepshiftedModels and DataPartitioner\n", - " | # objects.\n", - " | \n", - " | my_metadata = my_run.create_model_metadata(\n", - " | author = \"me\",\n", - " | queryset_name = \"my_queryset\",\n", - " | training_partition_name = \"A\",\n", - " | )\n", - " | \n", - " | Method resolution order:\n", - " | ModelMetadata\n", - " | pydantic.main.BaseModel\n", - " | pydantic.utils.Representation\n", - " | builtins.object\n", - " | \n", - " | Static methods defined here:\n", - " | \n", - " | __json_encoder__ = pydantic_encoder(obj: Any) -> Any\n", - " | \n", - " | ----------------------------------------------------------------------\n", - " | Data and other attributes defined here:\n", - " | \n", - " | __abstractmethods__ = frozenset()\n", - " | \n", - " | __annotations__ = {'author': , 'queryset_name': \n", - " | \n", - " | __custom_root_type__ = False\n", - " | \n", - " | __exclude_fields__ = None\n", - " | \n", - " | __fields__ = {'author': ModelField(name='author', type=str, required=T...\n", - " | \n", - " | __hash__ = None\n", - " | \n", - " | __include_fields__ = None\n", - " | \n", - " | __post_root_validators__ = []\n", - " | \n", - " | __pre_root_validators__ = []\n", - " | \n", - " | __private_attributes__ = {}\n", - " | \n", - " | __schema_cache__ = {}\n", - " | \n", - " | __signature__ = bool\n", - " | \n", - " | __getstate__(self) -> 'DictAny'\n", - " | \n", - " | __init__(__pydantic_self__, **data: Any) -> None\n", - " | Create a new model by parsing and validating input data from keyword arguments.\n", - " | \n", - " | Raises ValidationError if the input data cannot be parsed to form a valid model.\n", - " | \n", - " | __iter__(self) -> 'TupleGenerator'\n", - " | so `dict(model)` works\n", - " | \n", - " | __repr_args__(self) -> 'ReprArgs'\n", - " | \n", - " | __setattr__(self, name, value)\n", - " | \n", - " | __setstate__(self, state: 'DictAny') -> None\n", - " | \n", - " | copy(self: 'Model', *, include: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, exclude: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, update: Optional[ForwardRef('DictStrAny')] = None, deep: bool = False) -> 'Model'\n", - " | Duplicate a model, optionally choose which fields to include, exclude and change.\n", - " | \n", - " | :param include: fields to include in new model\n", - " | :param exclude: fields to exclude from new model, as with values this takes precedence over include\n", - " | :param update: values to change/add in the new model. Note: the data is not validated before creating\n", - " | the new model: you should trust this data\n", - " | :param deep: set to `True` to make a deep copy of the model\n", - " | :return: new model instance\n", - " | \n", - " | dict(self, *, include: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, exclude: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, by_alias: bool = False, skip_defaults: Optional[bool] = None, exclude_unset: bool = False, exclude_defaults: bool = False, exclude_none: bool = False) -> 'DictStrAny'\n", - " | Generate a dictionary representation of the model, optionally specifying which fields to include or exclude.\n", - " | \n", - " | json(self, *, include: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, exclude: Union[ForwardRef('AbstractSetIntStr'), ForwardRef('MappingIntStrAny'), NoneType] = None, by_alias: bool = False, skip_defaults: Optional[bool] = None, exclude_unset: bool = False, exclude_defaults: bool = False, exclude_none: bool = False, encoder: Optional[Callable[[Any], Any]] = None, models_as_dict: bool = True, **dumps_kwargs: Any) -> 'unicode'\n", - " | Generate a JSON representation of the model, `include` and `exclude` arguments as per `dict()`.\n", - " | \n", - " | `encoder` is an optional function to supply as `default` to json.dumps(), other arguments as per `json.dumps()`.\n", - " | \n", - " | ----------------------------------------------------------------------\n", - " | Class methods inherited from pydantic.main.BaseModel:\n", - " | \n", - " | __get_validators__() -> 'CallableGenerator' from pydantic.main.ModelMetaclass\n", - " | \n", - " | __try_update_forward_refs__(**localns: Any) -> None from pydantic.main.ModelMetaclass\n", - " | Same as update_forward_refs but will not raise exception\n", - " | when forward references are not defined.\n", - " | \n", - " | construct(_fields_set: Optional[ForwardRef('SetStr')] = None, **values: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", - " | Creates a new model setting __dict__ and __fields_set__ from trusted or pre-validated data.\n", - " | Default values are respected, but no other validation is performed.\n", - " | Behaves as if `Config.extra = 'allow'` was set since it adds all passed values\n", - " | \n", - " | from_orm(obj: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", - " | \n", - " | parse_file(path: Union[str, pathlib.Path], *, content_type: 'unicode' = None, encoding: 'unicode' = 'utf8', proto: pydantic.parse.Protocol = None, allow_pickle: bool = False) -> 'Model' from pydantic.main.ModelMetaclass\n", - " | \n", - " | parse_obj(obj: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", - " | \n", - " | parse_raw(b: Union[str, bytes], *, content_type: 'unicode' = None, encoding: 'unicode' = 'utf8', proto: pydantic.parse.Protocol = None, allow_pickle: bool = False) -> 'Model' from pydantic.main.ModelMetaclass\n", - " | \n", - " | schema(by_alias: bool = True, ref_template: 'unicode' = '#/definitions/{model}') -> 'DictStrAny' from pydantic.main.ModelMetaclass\n", - " | \n", - " | schema_json(*, by_alias: bool = True, ref_template: 'unicode' = '#/definitions/{model}', **dumps_kwargs: Any) -> 'unicode' from pydantic.main.ModelMetaclass\n", - " | \n", - " | update_forward_refs(**localns: Any) -> None from pydantic.main.ModelMetaclass\n", - " | Try to update ForwardRefs on fields based on this Model, globalns and localns.\n", - " | \n", - " | validate(value: Any) -> 'Model' from pydantic.main.ModelMetaclass\n", - " | \n", - " | ----------------------------------------------------------------------\n", - " | Data descriptors inherited from pydantic.main.BaseModel:\n", - " | \n", - " | __dict__\n", - " | dictionary for instance variables (if defined)\n", - " | \n", - " | __fields_set__\n", - " | \n", - " | ----------------------------------------------------------------------\n", - " | Data and other attributes inherited from pydantic.main.BaseModel:\n", - " | \n", - " | Config = \n", - " | \n", - " | ----------------------------------------------------------------------\n", - " | Methods inherited from pydantic.utils.Representation:\n", - " | \n", - " | __pretty__(self, fmt: Callable[[Any], Any], **kwargs: Any) -> Generator[Any, NoneType, NoneType]\n", - " | Used by devtools (https://python-devtools.helpmanual.io/) to provide a human readable representations of objects\n", - " | \n", - " | __repr__(self) -> 'unicode'\n", - " | \n", - " | __repr_name__(self) -> 'unicode'\n", - " | Name of the instance's class, used in __repr__.\n", - " | \n", - " | __repr_str__(self, join_str: 'unicode') -> 'unicode'\n", - " | \n", - " | __rich_repr__(self) -> 'RichReprResult'\n", - " | Get fields for Rich library\n", - " | \n", - " | __str__(self) -> 'unicode'\n", - "\n" - ] - } - ], - "source": [ - "from views_runs import ModelMetadata \n", - "help(ModelMetadata)" - ] - }, - { - "cell_type": "markdown", - "id": "eaf49bd2", - "metadata": {}, - "source": [ - "## Checking missingness and infinity values" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "dfe61e37", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "joint_narrow\n", - "vdem_short\n", - "joint_broad\n", - "topics_003\n", - "all_features\n", - "baseline003\n", - "conflict_ln\n", - "conflictlong_ln\n", - "wdi_short\n", - "pca_all\n", - "pca_topics\n", - "pca_vdem\n", - "pca_wdi\n" - ] - } - ], - "source": [ - "N=51\n", - "for i in range(len(Datasets)):\n", - " df = Datasets[i]['df']\n", - " print(Datasets[i]['Name'])\n", - " for col in df.iloc[: , :N].columns:\n", - " if df[col].isnull().sum() > 0 or np.isinf(df).values.sum() > 0:\n", - " print(col,len(df[col]), 'missing:', df[col].isnull().sum(), 'infinity:', np.isinf(df).values.sum())\n" - ] - }, - { - "cell_type": "markdown", - "id": "c761eb9c", - "metadata": {}, - "source": [ - "# Specify models in ensemble" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "425514d4", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 fatalities003_nl_baseline_rf baseline003\n", - "1 fatalities003_nl_conflicthistory_rf conflict_ln\n", - "2 fatalities003_nl_conflicthistory_hurdle_lgb conflict_ln\n", - "3 fatalities003_nl_conflicthistory_long_xgb conflictlong_ln\n", - "4 fatalities003_nl_vdem_hurdle_xgb vdem_short\n", - "5 fatalities003_nl_wdi_rf wdi_short\n", - "6 fatalities003_nl_topics_rf topics_003\n", - "7 fatalities003_nl_topics_xgb topics_003\n", - "8 fatalities003_nl_topics_hurdle_lgb topics_003\n", - "9 fatalities003_nl_joint_broad_rf joint_broad\n", - "10 fatalities003_nl_joint_broad_hurdle_rf joint_broad\n", - "11 fatalities003_joint_narrow_xgb joint_narrow\n", - "12 fatalities003_nl_joint_narrow_hurdle_xgb joint_narrow\n", - "13 fatalities003_nl_joint_narrow_hurdle_lgb joint_narrow\n", - "14 fatalities003_nl_all_pca3_xgb all_features\n" - ] - } - ], - "source": [ - "from ModelDefinitions import DefineEnsembleModels\n", - "\n", - "ModelList = DefineEnsembleModels('cm')\n", - " \n", - "for imodel,model in enumerate(ModelList):\n", - " print(imodel, model['modelname'], model['data_train'])" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "9b1b6322", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'modelname': 'fatalities003_nl_baseline_rf',\n", - " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bytree=None,\n", - " early_stopping_rounds=None, enable_categorical=False,\n", - " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", - " grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=300, n_jobs=12, num_parallel_tree=None,\n", - " objective='reg:squarederror', predictor=None, random_state=None,\n", - " reg_alpha=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'baseline003',\n", - " 'queryset': 'fatalities003_baseline',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': 'Baseline model with a few conflict history features as well as log population, random forests regression model.',\n", - " 'long_description': 'A very simple model with only five data columns (each column representing one feature): The number of fatalities in the same country at $t-1$, three decay functions of time since there was at least five fatalities in a single month, for each of the UCDP conflict types -- state-based, one-sided, or non-state conflict -- and log population size (Hegre2020RP,Pettersson2021JPR).The features in the baseline are included in all the models described below. This ensures that all models in the ensemble provides at least moderately good predictions, while guaranteeing diversity in feature sets and modelling approaches.',\n", - " 'predstore_calib': 'cm_fatalities003_nl_baseline_rf_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_baseline_rf_test'},\n", - " {'modelname': 'fatalities003_nl_conflicthistory_rf',\n", - " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bytree=None,\n", - " early_stopping_rounds=None, enable_categorical=False,\n", - " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", - " grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", - " objective='reg:squarederror', predictor=None, random_state=None,\n", - " reg_alpha=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'conflict_ln',\n", - " 'queryset': 'fatalities003_conflict_history',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': 'A collection of variables that together map the conflict history of a country, random forests regression model.',\n", - " 'long_description': 'A collection of variables that together map the conflict history of a country. The features include lagged dependent variables for each conflict type as coded by the UCDP (state-based, one-sided, or non-state) for up to each of the preceding six months, decay functions of time since conflict caused 5, 100, and 500 deaths in a month, for each type of violence, whether ACLED (https://doi.org/10.1177/0022343310378914 recorded similar violence, and whether there was recent violence in any neighboring countries.',\n", - " 'predstore_calib': 'cm_fatalities003_nl_conflicthistory_rf_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_conflicthistory_rf_test'},\n", - " {'modelname': 'fatalities003_nl_conflicthistory_hurdle_lgb',\n", - " 'algorithm': HurdleRegression(clf_name='LGBMClassifier', reg_name='LGBMRegressor'),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'conflict_ln',\n", - " 'queryset': 'fatalities003_conflict_history',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_conflicthistory_hurdle_lgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_conflicthistory_hurdle_lgb_test'},\n", - " {'modelname': 'fatalities003_nl_conflicthistory_long_xgb',\n", - " 'algorithm': XGBRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bynode=None,\n", - " colsample_bytree=None, early_stopping_rounds=None,\n", - " enable_categorical=False, eval_metric=None, feature_types=None,\n", - " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, learning_rate=0.05, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=100, n_jobs=12, num_parallel_tree=None,\n", - " predictor=None, random_state=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'conflictlong_ln',\n", - " 'queryset': 'fatalities003_conflict_history_long',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_conflicthistory_long_xgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_conflicthistory_long_xgb_test'},\n", - " {'modelname': 'fatalities003_nl_vdem_hurdle_xgb',\n", - " 'algorithm': HurdleRegression(clf_name='XGBClassifier', reg_name='XGBRegressor'),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'vdem_short',\n", - " 'queryset': 'fatalities003_vdem_short',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_vdem_hurdle_xgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_vdem_hurdle_xgb_test'},\n", - " {'modelname': 'fatalities003_nl_wdi_rf',\n", - " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bytree=None,\n", - " early_stopping_rounds=None, enable_categorical=False,\n", - " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", - " grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=300, n_jobs=12, num_parallel_tree=None,\n", - " objective='reg:squarederror', predictor=None, random_state=None,\n", - " reg_alpha=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'wdi_short',\n", - " 'queryset': 'fatalities003_wdi_short',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_wdi_rf_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_wdi_rf_test'},\n", - " {'modelname': 'fatalities003_nl_topics_rf',\n", - " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bytree=None,\n", - " early_stopping_rounds=None, enable_categorical=False,\n", - " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", - " grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", - " objective='reg:squarederror', predictor=None, random_state=None,\n", - " reg_alpha=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'topics_003',\n", - " 'queryset': 'fatalities003_topics',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_topics_rf_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_topics_rf_test'},\n", - " {'modelname': 'fatalities003_nl_topics_xgb',\n", - " 'algorithm': XGBRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bynode=None,\n", - " colsample_bytree=None, early_stopping_rounds=None,\n", - " enable_categorical=False, eval_metric=None, feature_types=None,\n", - " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, learning_rate=0.05, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=80, n_jobs=12, num_parallel_tree=None, predictor=None,\n", - " random_state=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'topics_003',\n", - " 'queryset': 'fatalities003_topics',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_topics_xgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_topics_xgb_test'},\n", - " {'modelname': 'fatalities003_nl_topics_hurdle_lgb',\n", - " 'algorithm': HurdleRegression(clf_name='LGBMClassifier', reg_name='LGBMRegressor'),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'topics_003',\n", - " 'queryset': 'fatalities003_topics',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_topics_hurdle_lgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_topics_hurdle_lgb_test'},\n", - " {'modelname': 'fatalities003_nl_joint_broad_rf',\n", - " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bytree=None,\n", - " early_stopping_rounds=None, enable_categorical=False,\n", - " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", - " grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", - " objective='reg:squarederror', predictor=None, random_state=None,\n", - " reg_alpha=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'joint_broad',\n", - " 'queryset': 'fatalities003_joint_broad',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_joint_broad_rf_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_joint_broad_rf_test'},\n", - " {'modelname': 'fatalities003_nl_joint_broad_hurdle_rf',\n", - " 'algorithm': HurdleRegression(clf_name='RFClassifier', reg_name='RFRegressor'),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'joint_broad',\n", - " 'queryset': 'fatalities003_joint_broad',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_joint_broad_hurdle_rf_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_joint_broad_hurdle_rf_test'},\n", - " {'modelname': 'fatalities003_joint_narrow_xgb',\n", - " 'algorithm': XGBRFRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bytree=None,\n", - " early_stopping_rounds=None, enable_categorical=False,\n", - " eval_metric=None, feature_types=None, gamma=None, gpu_id=None,\n", - " grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=250, n_jobs=12, num_parallel_tree=None,\n", - " objective='reg:squarederror', predictor=None, random_state=None,\n", - " reg_alpha=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'joint_narrow',\n", - " 'queryset': 'fatalities003_joint_narrow',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_joint_narrow_xgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_joint_narrow_xgb_test'},\n", - " {'modelname': 'fatalities003_nl_joint_narrow_hurdle_xgb',\n", - " 'algorithm': HurdleRegression(clf_name='XGBClassifier', reg_name='XGBRegressor'),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'joint_narrow',\n", - " 'queryset': 'fatalities003_joint_narrow',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_joint_narrow_hurdle_xgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_joint_narrow_hurdle_xgb_test'},\n", - " {'modelname': 'fatalities003_nl_joint_narrow_hurdle_lgb',\n", - " 'algorithm': HurdleRegression(clf_name='LGBMClassifier', reg_name='LGBMRegressor'),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'joint_narrow',\n", - " 'queryset': 'fatalities003_joint_narrow',\n", - " 'preprocessing': 'float_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_joint_narrow_hurdle_lgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_joint_narrow_hurdle_lgb_test'},\n", - " {'modelname': 'fatalities003_nl_all_pca3_xgb',\n", - " 'algorithm': XGBRegressor(base_score=None, booster=None, callbacks=None,\n", - " colsample_bylevel=None, colsample_bynode=None,\n", - " colsample_bytree=None, early_stopping_rounds=None,\n", - " enable_categorical=False, eval_metric=None, feature_types=None,\n", - " gamma=None, gpu_id=None, grow_policy=None, importance_type=None,\n", - " interaction_constraints=None, learning_rate=0.05, max_bin=None,\n", - " max_cat_threshold=None, max_cat_to_onehot=None,\n", - " max_delta_step=None, max_depth=None, max_leaves=None,\n", - " min_child_weight=None, missing=nan, monotone_constraints=None,\n", - " n_estimators=100, n_jobs=12, num_parallel_tree=None,\n", - " predictor=None, random_state=None, ...),\n", - " 'depvar': 'ged_sb_dep',\n", - " 'data_train': 'all_features',\n", - " 'queryset': 'fatalities003_all_features',\n", - " 'preprocessing': 'pca_it',\n", - " 'level': 'cm',\n", - " 'description': '',\n", - " 'long_description': '',\n", - " 'predstore_calib': 'cm_fatalities003_nl_all_pca3_xgb_calib',\n", - " 'predstore_test': 'cm_fatalities003_nl_all_pca3_xgb_test'}]" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ModelList" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "613b4f05", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 fatalities003_nl_baseline_rf baseline003\n" - ] - } - ], - "source": [ - "outcome = 'sb'\n", - "EnsembleMetaData_df = document_ensemble(ModelList,outcome)\n", - "if username == 'havardhegre1':\n", - " filename = overleafpath + f'Tables/Evaluation/Ensemble_{outcome}.md'\n", - " EnsembleMetaData_df.to_markdown(index=False, buf=filename)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "10c58f37", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 fatalities003_nl_baseline_rf\n", - "Calibration partition 2023-11-20 13:49:40.614977\n", - " * == Performing a run: \"fatalities003_nl_baseline_rf_calib\" == * \n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Model object named \"fatalities003_nl_baseline_rf_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_baseline_rf_calib\" from storage\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:43] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:49:43.354135\n", - "pr_56_cm_fatalities003_nl_baseline_rf_calib.parquet\n", - "Test partition 2023-11-20 13:49:47.372134\n", - " * == Performing a run: \"fatalities003_nl_baseline_rf_test\" == * \n", - "Model object named \"fatalities003_nl_baseline_rf_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_baseline_rf_test\" from storage\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:49] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:49:49.825530\n", - "pr_56_cm_fatalities003_nl_baseline_rf_test.parquet\n", - "**************************************************************\n", - "1 fatalities003_nl_conflicthistory_rf\n", - "Calibration partition 2023-11-20 13:49:53.884820\n", - " * == Performing a run: \"fatalities003_nl_conflicthistory_rf_calib\" == * \n", - "Model object named \"fatalities003_nl_conflicthistory_rf_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_conflicthistory_rf_calib\" from storage\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:49:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:49:55.890683\n", - "pr_56_cm_fatalities003_nl_conflicthistory_rf_calib.parquet\n", - "Test partition 2023-11-20 13:50:00.102801\n", - " * == Performing a run: \"fatalities003_nl_conflicthistory_rf_test\" == * \n", - "Model object named \"fatalities003_nl_conflicthistory_rf_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_conflicthistory_rf_test\" from storage\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:02] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:50:02.073554\n", - "pr_56_cm_fatalities003_nl_conflicthistory_rf_test.parquet\n", - "**************************************************************\n", - "2 fatalities003_nl_conflicthistory_hurdle_lgb\n", - "Calibration partition 2023-11-20 13:50:06.199604\n", - " * == Performing a run: \"fatalities003_nl_conflicthistory_hurdle_lgb_calib\" == * \n", - "Model object named \"fatalities003_nl_conflicthistory_hurdle_lgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_conflicthistory_hurdle_lgb_calib\" from storage\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", - "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying to retrieve predictions 2023-11-20 13:50:10.870338\n", - "pr_56_cm_fatalities003_nl_conflicthistory_hurdle_lgb_calib.parquet\n", - "Test partition 2023-11-20 13:50:15.115849\n", - " * == Performing a run: \"fatalities003_nl_conflicthistory_hurdle_lgb_test\" == * \n", - "Model object named \"fatalities003_nl_conflicthistory_hurdle_lgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_conflicthistory_hurdle_lgb_test\" from storage\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", - "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying to retrieve predictions 2023-11-20 13:50:19.442131\n", - "pr_56_cm_fatalities003_nl_conflicthistory_hurdle_lgb_test.parquet\n", - "**************************************************************\n", - "3 fatalities003_nl_conflicthistory_long_xgb\n", - "Calibration partition 2023-11-20 13:50:23.571004\n", - " * == Performing a run: \"fatalities003_nl_conflicthistory_long_xgb_calib\" == * \n", - "Model object named \"fatalities003_nl_conflicthistory_long_xgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_conflicthistory_long_xgb_calib\" from storage\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:24] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:50:24.931368\n", - "pr_56_cm_fatalities003_nl_conflicthistory_long_xgb_calib.parquet\n", - "Test partition 2023-11-20 13:50:29.247981\n", - " * == Performing a run: \"fatalities003_nl_conflicthistory_long_xgb_test\" == * \n", - "Model object named \"fatalities003_nl_conflicthistory_long_xgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_conflicthistory_long_xgb_test\" from storage\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:30] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:50:30.469969\n", - "pr_56_cm_fatalities003_nl_conflicthistory_long_xgb_test.parquet\n", - "**************************************************************\n", - "4 fatalities003_nl_vdem_hurdle_xgb\n", - "Calibration partition 2023-11-20 13:50:34.647485\n", - " * == Performing a run: \"fatalities003_nl_vdem_hurdle_xgb_calib\" == * \n", - "Model object named \"fatalities003_nl_vdem_hurdle_xgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_vdem_hurdle_xgb_calib\" from storage\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:36] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:50:36.483297\n", - "pr_56_cm_fatalities003_nl_vdem_hurdle_xgb_calib.parquet\n", - "Test partition 2023-11-20 13:50:40.771927\n", - " * == Performing a run: \"fatalities003_nl_vdem_hurdle_xgb_test\" == * \n", - "Model object named \"fatalities003_nl_vdem_hurdle_xgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_vdem_hurdle_xgb_test\" from storage\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:42] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:50:42.465726\n", - "pr_56_cm_fatalities003_nl_vdem_hurdle_xgb_test.parquet\n", - "**************************************************************\n", - "5 fatalities003_nl_wdi_rf\n", - "Calibration partition 2023-11-20 13:50:46.613900\n", - " * == Performing a run: \"fatalities003_nl_wdi_rf_calib\" == * \n", - "Model object named \"fatalities003_nl_wdi_rf_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_wdi_rf_calib\" from storage\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:48] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:50:48.949042\n", - "pr_56_cm_fatalities003_nl_wdi_rf_calib.parquet\n", - "Test partition 2023-11-20 13:50:52.989189\n", - " * == Performing a run: \"fatalities003_nl_wdi_rf_test\" == * \n", - "Model object named \"fatalities003_nl_wdi_rf_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_wdi_rf_test\" from storage\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:50:55] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:50:55.469451\n", - "pr_56_cm_fatalities003_nl_wdi_rf_test.parquet\n", - "**************************************************************\n", - "6 fatalities003_nl_topics_rf\n", - "Calibration partition 2023-11-20 13:50:59.605253\n", - " * == Performing a run: \"fatalities003_nl_topics_rf_calib\" == * \n", - "Model object named \"fatalities003_nl_topics_rf_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_topics_rf_calib\" from storage\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:01] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:51:01.996968\n", - "pr_56_cm_fatalities003_nl_topics_rf_calib.parquet\n", - "Test partition 2023-11-20 13:51:06.593398\n", - " * == Performing a run: \"fatalities003_nl_topics_rf_test\" == * \n", - "Model object named \"fatalities003_nl_topics_rf_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_topics_rf_test\" from storage\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:08] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:51:08.668005\n", - "pr_56_cm_fatalities003_nl_topics_rf_test.parquet\n", - "**************************************************************\n", - "7 fatalities003_nl_topics_xgb\n", - "Calibration partition 2023-11-20 13:51:13.182386\n", - " * == Performing a run: \"fatalities003_nl_topics_xgb_calib\" == * \n", - "Model object named \"fatalities003_nl_topics_xgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_topics_xgb_calib\" from storage\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:14] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:51:14.473277\n", - "pr_56_cm_fatalities003_nl_topics_xgb_calib.parquet\n", - "Test partition 2023-11-20 13:51:19.050937\n", - " * == Performing a run: \"fatalities003_nl_topics_xgb_test\" == * \n", - "Model object named \"fatalities003_nl_topics_xgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_topics_xgb_test\" from storage\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:20] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:51:20.310417\n", - "pr_56_cm_fatalities003_nl_topics_xgb_test.parquet\n", - "**************************************************************\n", - "8 fatalities003_nl_topics_hurdle_lgb\n", - "Calibration partition 2023-11-20 13:51:24.746555\n", - " * == Performing a run: \"fatalities003_nl_topics_hurdle_lgb_calib\" == * \n", - "Model object named \"fatalities003_nl_topics_hurdle_lgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_topics_hurdle_lgb_calib\" from storage\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", - "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying to retrieve predictions 2023-11-20 13:51:28.844398\n", - "pr_56_cm_fatalities003_nl_topics_hurdle_lgb_calib.parquet\n", - "Test partition 2023-11-20 13:51:33.532504\n", - " * == Performing a run: \"fatalities003_nl_topics_hurdle_lgb_test\" == * \n", - "Model object named \"fatalities003_nl_topics_hurdle_lgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_topics_hurdle_lgb_test\" from storage\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", - "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying to retrieve predictions 2023-11-20 13:51:37.802310\n", - "pr_56_cm_fatalities003_nl_topics_hurdle_lgb_test.parquet\n", - "**************************************************************\n", - "9 fatalities003_nl_joint_broad_rf\n", - "Calibration partition 2023-11-20 13:51:42.430009\n", - " * == Performing a run: \"fatalities003_nl_joint_broad_rf_calib\" == * \n", - "Model object named \"fatalities003_nl_joint_broad_rf_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_broad_rf_calib\" from storage\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:44] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:51:44.478480\n", - "pr_56_cm_fatalities003_nl_joint_broad_rf_calib.parquet\n", - "Test partition 2023-11-20 13:51:48.814548\n", - " * == Performing a run: \"fatalities003_nl_joint_broad_rf_test\" == * \n", - "Model object named \"fatalities003_nl_joint_broad_rf_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_broad_rf_test\" from storage\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:50] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:51:50.755615\n", - "pr_56_cm_fatalities003_nl_joint_broad_rf_test.parquet\n", - "**************************************************************\n", - "10 fatalities003_nl_joint_broad_hurdle_rf\n", - "Calibration partition 2023-11-20 13:51:55.177191\n", - " * == Performing a run: \"fatalities003_nl_joint_broad_hurdle_rf_calib\" == * \n", - "Model object named \"fatalities003_nl_joint_broad_hurdle_rf_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_broad_hurdle_rf_calib\" from storage\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:51:58] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:51:58.379557\n", - "pr_56_cm_fatalities003_nl_joint_broad_hurdle_rf_calib.parquet\n", - "Test partition 2023-11-20 13:52:02.951510\n", - " * == Performing a run: \"fatalities003_nl_joint_broad_hurdle_rf_test\" == * \n", - "Model object named \"fatalities003_nl_joint_broad_hurdle_rf_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_broad_hurdle_rf_test\" from storage\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:06] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:52:06.417758\n", - "pr_56_cm_fatalities003_nl_joint_broad_hurdle_rf_test.parquet\n", - "**************************************************************\n", - "11 fatalities003_joint_narrow_xgb\n", - "Calibration partition 2023-11-20 13:52:10.765501\n", - " * == Performing a run: \"fatalities003_joint_narrow_xgb_calib\" == * \n", - "Model object named \"fatalities003_joint_narrow_xgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_joint_narrow_xgb_calib\" from storage\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:13] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:52:13.166698\n", - "pr_56_cm_fatalities003_joint_narrow_xgb_calib.parquet\n", - "Test partition 2023-11-20 13:52:17.238737\n", - " * == Performing a run: \"fatalities003_joint_narrow_xgb_test\" == * \n", - "Model object named \"fatalities003_joint_narrow_xgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_joint_narrow_xgb_test\" from storage\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:19] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:52:19.694010\n", - "pr_56_cm_fatalities003_joint_narrow_xgb_test.parquet\n", - "**************************************************************\n", - "12 fatalities003_nl_joint_narrow_hurdle_xgb\n", - "Calibration partition 2023-11-20 13:52:23.872216\n", - " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_xgb_calib\" == * \n", - "Model object named \"fatalities003_nl_joint_narrow_hurdle_xgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_narrow_hurdle_xgb_calib\" from storage\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:25] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:26] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:52:26.015401\n", - "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_xgb_calib.parquet\n", - "Test partition 2023-11-20 13:52:30.312728\n", - " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_xgb_test\" == * \n", - "Model object named \"fatalities003_nl_joint_narrow_hurdle_xgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_narrow_hurdle_xgb_test\" from storage\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:32] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:52:32.202687\n", - "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_xgb_test.parquet\n", - "**************************************************************\n", - "13 fatalities003_nl_joint_narrow_hurdle_lgb\n", - "Calibration partition 2023-11-20 13:52:38.679187\n", - " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_lgb_calib\" == * \n", - "Model object named \"fatalities003_nl_joint_narrow_hurdle_lgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_narrow_hurdle_lgb_calib\" from storage\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", - "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying to retrieve predictions 2023-11-20 13:52:42.567302\n", - "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_lgb_calib.parquet\n", - "Test partition 2023-11-20 13:52:46.972420\n", - " * == Performing a run: \"fatalities003_nl_joint_narrow_hurdle_lgb_test\" == * \n", - "Model object named \"fatalities003_nl_joint_narrow_hurdle_lgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_joint_narrow_hurdle_lgb_test\" from storage\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/katekuzmina/miniforge3/envs/viewser/lib/python3.10/site-packages/sklearn/base.py:347: InconsistentVersionWarning: Trying to unpickle estimator LabelEncoder from version 1.1.2 when using version 1.3.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n", - "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying to retrieve predictions 2023-11-20 13:52:51.684342\n", - "pr_56_cm_fatalities003_nl_joint_narrow_hurdle_lgb_test.parquet\n", - "**************************************************************\n", - "14 fatalities003_nl_all_pca3_xgb\n", - "Calibration partition 2023-11-20 13:52:56.136258\n", - " * == Performing a run: \"fatalities003_nl_all_pca3_xgb_calib\" == * \n", - "Model object named \"fatalities003_nl_all_pca3_xgb_calib\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_all_pca3_xgb_calib\" from storage\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:52:57] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:52:57.394454\n", - "pr_56_cm_fatalities003_nl_all_pca3_xgb_calib.parquet\n", - "Test partition 2023-11-20 13:53:01.896482\n", - " * == Performing a run: \"fatalities003_nl_all_pca3_xgb_test\" == * \n", - "Model object named \"fatalities003_nl_all_pca3_xgb_test\" with equivalent metadata already exists.\n", - "Fetching \"fatalities003_nl_all_pca3_xgb_test\" from storage\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "[13:53:03] WARNING: /var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_21wtzqx5vy/croot/xgboost-split_1675457780668/work/src/learner.cc:553: \n", - " If you are loading a serialized model (like pickle in Python, RDS in R) generated by\n", - " older XGBoost, please export the model by calling `Booster.save_model` from that version\n", - " first, then load it back in current version. See:\n", - "\n", - " https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html\n", - "\n", - " for more details about differences between saving model and serializing.\n", - "\n", - "Trying to retrieve predictions 2023-11-20 13:53:03.154367\n", - "pr_56_cm_fatalities003_nl_all_pca3_xgb_test.parquet\n", - "**************************************************************\n", - "All done\n" - ] - } - ], - "source": [ - "# Loop that checks whether the model exists, retrains if not, \n", - "# and stores the predictions if they have not been stored before for this run.\n", - "# To do: set the data_preprocessing to the function in the model dictionary\n", - "\n", - "level = 'cm'\n", - "includeFuture = False\n", - "\n", - "from views_runs import Storage, StepshiftedModels\n", - "from views_partitioning.data_partitioner import DataPartitioner\n", - "from viewser import Queryset, Column\n", - "from views_runs import operations\n", - "from views_runs.run_result import RunResult\n", - "\n", - "i = 0\n", - "for model in ModelList:\n", - " if model['algorithm'] != 'Rscript':\n", - " force_retrain = False\n", - " modelstore = storage.Storage()\n", - " ct = datetime.now()\n", - " print(i, model['modelname'])\n", - " print('Calibration partition', ct)\n", - " model['Algorithm_text'] = str(model['algorithm'])\n", - " model['RunResult_calib'] = RunResult.retrain_or_retrieve(\n", - " retrain = force_retrain,\n", - " store = modelstore,\n", - " partitioner = DataPartitioner({\"calib\":calib_partitioner_dict}),\n", - " stepshifted_models = StepshiftedModels(model['algorithm'], steps, model['depvar']),\n", - " dataset = RetrieveFromList(Datasets,model['data_train']),\n", - " queryset_name = model['queryset'],\n", - " partition_name = \"calib\",\n", - " timespan_name = \"train\",\n", - " storage_name = model['modelname'] + '_calib',\n", - " author_name = \"HH\",\n", - " )\n", - "\n", - " # model['predstore_calib'] = level + '_' + model['modelname'] + '_calib'\n", - " ct = datetime.now()\n", - " print('Trying to retrieve predictions', ct)\n", - " try:\n", - " predictions_calib = pd.DataFrame.forecasts.read_store(run=run_id, name=model['predstore_calib'])\n", - " except KeyError:\n", - " print(model['predstore_calib'], ', run', run_id, 'does not exist, predicting')\n", - " predictions_calib = model['RunResult_calib'].run.predict(\"calib\",\"predict\", model['RunResult_calib'].data)\n", - " predictions_calib.forecasts.set_run(run_id)\n", - " predictions_calib.forecasts.to_store(name=model['predstore_calib'])\n", - "\n", - " ct = datetime.now()\n", - " print('Test partition', ct)\n", - " modelstore = storage.Storage()\n", - " model['RunResult_test'] = RunResult.retrain_or_retrieve(\n", - " retrain = force_retrain,\n", - " store = modelstore,\n", - " partitioner = DataPartitioner({\"test\":test_partitioner_dict}),\n", - " stepshifted_models = StepshiftedModels(model['algorithm'], steps, model['depvar']),\n", - " dataset = RetrieveFromList(Datasets,model['data_train']),\n", - " queryset_name = model['queryset'],\n", - " partition_name = \"test\",\n", - " timespan_name = \"train\",\n", - " storage_name = model['modelname'] + '_test',\n", - " author_name = \"HH\",\n", - " )\n", - " ct = datetime.now()\n", - " print('Trying to retrieve predictions', ct)\n", - " # model['predstore_test'] = level + '_' + model['modelname'] + '_test'\n", - " try:\n", - " predictions_test = pd.DataFrame.forecasts.read_store(run=run_id, name=model['predstore_test'])\n", - " except KeyError:\n", - " print(model['predstore_test'], ', run', run_id, 'does not exist, predicting')\n", - " predictions_test = model['RunResult_test'].run.predict(\"test\",\"predict\",model['RunResult_test'].data)\n", - " predictions_test.forecasts.set_run(run_id)\n", - " predictions_test.forecasts.to_store(name=model['predstore_test'])\n", - " # Predictions for true future\n", - " if includeFuture:\n", - " ct = datetime.now()\n", - " print('Future', ct)\n", - " modelstore = storage.Storage()\n", - " model['RunResult_future'] = RunResult.retrain_or_retrieve(\n", - " retrain = force_retrain,\n", - " store = modelstore,\n", - " partitioner = DataPartitioner({\"test\":future_partitioner_dict}),\n", - " stepshifted_models = StepshiftedModels(model['algorithm'], steps, model['depvar']),\n", - " dataset = RetrieveFromList(Datasets,model['data_train']),\n", - " queryset_name = model['queryset'],\n", - " partition_name = \"test\",\n", - " timespan_name = \"train\",\n", - " storage_name = model['modelname'] + '_future',\n", - " author_name = \"HH\",\n", - " )\n", - " ct = datetime.now()\n", - " print('Trying to retrieve predictions', ct)\n", - " model['predstore_future'] = level + '_' + model['modelname'] + '_f' + str(FutureStart)\n", - " try:\n", - " predictions_future = pd.DataFrame.forecasts.read_store(run=run_id, name=model['predstore_future'])\n", - " except KeyError:\n", - " print(model['predstore_future'], ', run', run_id, 'does not exist, predicting')\n", - " predictions_future = model['RunResult_future'].run.future_point_predict(FutureStart,model['RunResult_future'].data)\n", - " predictions_future.forecasts.set_run(run_id)\n", - " predictions_future.forecasts.to_store(name=model['predstore_future']) \n", - " print('**************************************************************')\n", - " i = i + 1\n", - "\n", - "print('All done')" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "6a9bb08a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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5 rows × 222 columns

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" - ], - "text/plain": [ - " gleditsch_ward ged_sb_dep ged_sb ged_sb_tlag_1 ged_sb_tlag_2 \\\n", - "month_id \n", - "488 626.0 24.0 24.0 9.0 3.0 \n", - "489 626.0 1.0 1.0 24.0 9.0 \n", - "490 626.0 0.0 0.0 1.0 24.0 \n", - "491 626.0 11.0 11.0 0.0 1.0 \n", - "492 626.0 0.0 0.0 11.0 0.0 \n", - "\n", - " ged_sb_tlag_3 ged_sb_tlag_4 ged_sb_tlag_5 ged_sb_tlag_6 \\\n", - "month_id \n", - "488 13.0 1.0 0.0 0.0 \n", - "489 3.0 13.0 1.0 0.0 \n", - "490 9.0 3.0 13.0 1.0 \n", - "491 24.0 9.0 3.0 13.0 \n", - "492 1.0 24.0 9.0 3.0 \n", - "\n", - " ged_sb_tsum_24 ... step_pred_33 step_pred_34 step_pred_35 \\\n", - "month_id ... \n", - "488 236.0 ... 1737.577271 48.681305 11177.571289 \n", - "489 212.0 ... 703.365601 46.209198 11178.731445 \n", - "490 207.0 ... 1745.239990 44.605743 11178.110352 \n", - "491 218.0 ... 759.272461 192.343338 11175.559570 \n", - "492 179.0 ... 1785.327271 246.457077 11341.741211 \n", - "\n", - " step_pred_36 step_pred_4 step_pred_5 step_pred_6 step_pred_7 \\\n", - "month_id \n", - "488 7799.896973 374.683197 168.160339 219.422073 84.668091 \n", - "489 7789.881836 374.683197 177.597229 219.422073 104.095070 \n", - "490 7901.313965 368.315887 184.015594 221.777145 84.668091 \n", - "491 7839.179199 370.416260 207.327240 205.750641 117.136162 \n", - "492 7804.454590 371.653259 194.720810 237.207809 113.956322 \n", - "\n", - " step_pred_8 step_pred_9 \n", - "month_id \n", - "488 3.271641 99.145401 \n", - "489 3.271641 55.153473 \n", - "490 453.654602 23.664701 \n", - "491 453.197845 25.098753 \n", - "492 455.407562 23.664701 \n", - "\n", - "[5 rows x 222 columns]" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Exploring the future predictions\n", - "\n", - "\n", - "predictions_test.xs(246,level=1).tail()" - ] - }, - { - "cell_type": "markdown", - "id": "77b52249", - "metadata": {}, - "source": [ - "## Notes on training time for the various algorithms:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4f6b21cd", - "metadata": {}, - "outputs": [], - "source": [ - "#These are calculated in minutes for the hh20 feature set (with about 40 features), for all 36 steps, calibration (c) and test (t) partitions, also include generating predictions, and are approximate:\n", - "\n", - "#nj=12 (number of threads)\n", - "#scikit random forest: 21:13 (c), 26:20 (t) RandomForestRegressor(n_estimators=200, n_jobs=nj)\n", - "#XGB random forest: 06:02 (c), 07:51 (t) XGBRFRegressor(n_estimators=300,n_jobs=nj)\n", - "#scikit gbm: 13:59 (c), 15:55 (t) GradientBoostingRegressor(), \n", - "#scikit hurdle random forest: 07:32 (c), 09:49 (t) For both clf and reg: (n_estimators=200, n_jobs=nj)\n", - "#XGB hurdle xgb: 01:26 (c), 01:32 (t) For both clf and reg: n_estimators=200,tree_method='hist',n_jobs=nj)\n", - "#scikit histgbm: 01:17 (c), 01:20 (t) HistGradientBoostingRegressor(max_iter=200)\n", - "#XGB xgb: 01:00 (c), 01:04 (t) XGBRegressor(n_estimators=200,tree_method='hist',n_jobs=nj)\n", - "#lightgbm gbm: 00:25 (c), -- (t) LGBMRegressor(n_estimators=100,num_threads=8)" - ] - }, - { - "cell_type": "markdown", - "id": "71483a35", - "metadata": {}, - "source": [ - "# Various helper functions and tools...." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "81f053fa", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "views-forecasts 0.5.4 pypi_0 pypi\n" - ] - } - ], - "source": [ - "!conda list | grep views-forecasts" - ] - }, - { - "cell_type": "markdown", - "id": "aa7570c6", - "metadata": {}, - "source": [ - "# Retrieving external forecasts" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "b30211fb", - "metadata": {}, - "outputs": [], - "source": [ - "# Retrieve David's Markov models\n", - "# To do: rewrite the model dictionary to the new, slimmer version.\n", - "DRList = []\n", - "\n", - "\n", - "model = {\n", - " 'modelname': 'fat_hh20_Markov_glm',\n", - " 'algorithm': [],\n", - " 'depvar': \"ln_ged_sb_dep\",\n", - " 'data_train': 'hh20',\n", - " 'queryset': 'hh_20_features',\n", - "}\n", - "DRList.append(model)\n", - "\n", - "model = {\n", - " 'modelname': 'fat_hh20_Markov_rf',\n", - " 'algorithm': [],\n", - " 'depvar': \"ln_ged_sb_dep\",\n", - " 'data_train': 'hh20',\n", - " 'queryset': 'hh_20_features',\n", - "}\n", - "\n", - "DRList.append(model)\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "41de188d", - "metadata": {}, - "outputs": [], - "source": [ - "path = f'/Users/{os.getlogin()}/Dropbox (ViEWS)/ViEWS/Projects/PredictingFatalities/Predictions/cm/preds/'\n", - "\n", - "DRList[0]['predictions_file_calib'] = path + 'vmm_glm_hh20_0125_alt_calib.csv'\n", - "DRList[0]['predictions_file_test'] = path + 'vmm_glm_hh20_0125_alt_test.csv'\n", - "DRList[0]['predictions_file_future'] = path + 'vmm_glm_hh20_506.csv'\n", - "\n", - "DRList[1]['predictions_file_calib'] = path + 'vmm_rf_hh20_0125_alt_calib.csv'\n", - "DRList[1]['predictions_file_test'] = path + 'vmm_rf_hh20_0125_alt_test.csv'\n", - "DRList[1]['predictions_file_future'] = path + 'vmm_rf_hh20_505.csv'" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "b7162915", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/root/Dropbox (ViEWS)/ViEWS/Projects/PredictingFatalities/Predictions/cm/preds/\n" - ] - } - ], - "source": [ - "print(path)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "cea1e5c0", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "fatalities003_nl_baseline_rf\n", - "fatalities003_nl_conflicthistory_rf\n", - "fatalities003_nl_conflicthistory_hurdle_lgb\n", - "fatalities003_nl_conflicthistory_long_xgb\n", - "fatalities003_nl_vdem_hurdle_xgb\n", - "fatalities003_nl_wdi_rf\n", - "fatalities003_nl_topics_rf\n", - "fatalities003_nl_topics_xgb\n", - "fatalities003_nl_topics_hurdle_lgb\n", - "fatalities003_nl_joint_broad_rf\n", - "fatalities003_nl_joint_broad_hurdle_rf\n", - "fatalities003_joint_narrow_xgb\n", - "fatalities003_nl_joint_narrow_hurdle_xgb\n", - "fatalities003_nl_joint_narrow_hurdle_lgb\n", - "fatalities003_nl_all_pca3_xgb\n" - ] - } - ], - "source": [ - "\n", - "for model in ModelList:\n", - " print(model['modelname'])" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "86478962", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pr_56_cm_fat_conflicthistory_rf_calib.parquet\n" - ] - }, - { - "ename": "KeyError", - "evalue": "'pr_56_cm_fat_conflicthistory_rf_calib.parquet does not exist'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_storage/key_value_store.py:38\u001b[0m, in \u001b[0;36mKeyValueStore.read\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 38\u001b[0m raw \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mbackend\u001b[39m.\u001b[39;49mretrieve(key)\n\u001b[1;32m 39\u001b[0m \u001b[39massert\u001b[39;00m raw \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m\n", - "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_storage/backends/azure.py:47\u001b[0m, in \u001b[0;36mAzureBlobStorageBackend.retrieve\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 46\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m---> 47\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mKeyError\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mkey\u001b[39m}\u001b[39;00m\u001b[39m does not exist\u001b[39m\u001b[39m\"\u001b[39m)\n", - "\u001b[0;31mKeyError\u001b[0m: 'pr_56_cm_fat_conflicthistory_rf_calib.parquet does not exist'", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/Users/katekuzmina/prio/viewsforecasting/SystemUpdates/cm_constituentmodels_kate.ipynb Cell 37\u001b[0m line \u001b[0;36m3\n\u001b[1;32m 1\u001b[0m \u001b[39m# Storing Markov models in central storage\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[39m# Retrieving dependent variable\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m target_calib \u001b[39m=\u001b[39m pd\u001b[39m.\u001b[39;49mDataFrame\u001b[39m.\u001b[39;49mforecasts\u001b[39m.\u001b[39;49mread_store(\u001b[39m'\u001b[39;49m\u001b[39mcm_fat_conflicthistory_rf_calib\u001b[39;49m\u001b[39m'\u001b[39;49m, run\u001b[39m=\u001b[39;49mrun_id)[\u001b[39m'\u001b[39m\u001b[39mln_ged_sb_dep\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[1;32m 4\u001b[0m target_test \u001b[39m=\u001b[39m pd\u001b[39m.\u001b[39mDataFrame\u001b[39m.\u001b[39mforecasts\u001b[39m.\u001b[39mread_store(\u001b[39m'\u001b[39m\u001b[39mcm_fat_conflicthistory_rf_test\u001b[39m\u001b[39m'\u001b[39m, run\u001b[39m=\u001b[39mrun_id)[\u001b[39m'\u001b[39m\u001b[39mln_ged_sb_dep\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[1;32m 5\u001b[0m level \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mcm\u001b[39m\u001b[39m'\u001b[39m\n", - "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_forecasts/extensions.py:224\u001b[0m, in \u001b[0;36mForecastAccessor.read_store\u001b[0;34m(cls, name, run)\u001b[0m\n\u001b[1;32m 217\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 218\u001b[0m \u001b[39mRetrieve a prediction from the server-side store.\u001b[39;00m\n\u001b[1;32m 219\u001b[0m \u001b[39m:param name: The name of the prediction and its run. If run not available\u001b[39;00m\n\u001b[1;32m 220\u001b[0m \u001b[39m:param run:\u001b[39;00m\n\u001b[1;32m 221\u001b[0m \u001b[39m:return: a predictions dataframe and a metadata object.\u001b[39;00m\n\u001b[1;32m 222\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 223\u001b[0m run \u001b[39m=\u001b[39m ViewsMetadata()\u001b[39m.\u001b[39mrun_to_run_id(run)\n\u001b[0;32m--> 224\u001b[0m df \u001b[39m=\u001b[39m ForecastsStore()\u001b[39m.\u001b[39;49mread(name\u001b[39m=\u001b[39;49mname, run\u001b[39m=\u001b[39;49mrun)\n\u001b[1;32m 225\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mcls\u001b[39m(df, run\u001b[39m=\u001b[39mrun)\u001b[39m.\u001b[39mas_df\n", - "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_forecasts/file_ops.py:48\u001b[0m, in \u001b[0;36mForecastsStore.read\u001b[0;34m(self, name, run)\u001b[0m\n\u001b[1;32m 46\u001b[0m key \u001b[39m=\u001b[39m \u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mpr_\u001b[39m\u001b[39m{\u001b[39;00mrun\u001b[39m}\u001b[39;00m\u001b[39m_\u001b[39m\u001b[39m{\u001b[39;00mname\u001b[39m}\u001b[39;00m\u001b[39m.parquet\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m 47\u001b[0m \u001b[39mprint\u001b[39m(key)\n\u001b[0;32m---> 48\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39msuper\u001b[39;49m()\u001b[39m.\u001b[39;49mread(key)\n", - "File \u001b[0;32m~/miniforge3/envs/viewser/lib/python3.10/site-packages/views_storage/key_value_store.py:41\u001b[0m, in \u001b[0;36mKeyValueStore.read\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 39\u001b[0m \u001b[39massert\u001b[39;00m raw \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m 40\u001b[0m \u001b[39mexcept\u001b[39;00m (\u001b[39mKeyError\u001b[39;00m, \u001b[39mAssertionError\u001b[39;00m):\n\u001b[0;32m---> 41\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mKeyError\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mkey\u001b[39m}\u001b[39;00m\u001b[39m does not exist\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[1;32m 42\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mserializer\u001b[39m.\u001b[39mdeserialize(raw)\n", - "\u001b[0;31mKeyError\u001b[0m: 'pr_56_cm_fat_conflicthistory_rf_calib.parquet does not exist'" - ] - } - ], - "source": [ - "# Storing Markov models in central storage\n", - "# Retrieving dependent variable\n", - "target_calib = pd.DataFrame.forecasts.read_store('cm_fat_conflicthistory_rf_calib', run=run_id)['ln_ged_sb_dep']\n", - "target_test = pd.DataFrame.forecasts.read_store('cm_fat_conflicthistory_rf_test', run=run_id)['ln_ged_sb_dep']\n", - "level = 'cm'\n", - "for model in DRList:\n", - " df_calib = pd.read_csv(model['predictions_file_calib'],index_col=['month_id','country_id'])\n", - " df_test = pd.read_csv(model['predictions_file_test'],index_col=['month_id','country_id'])\n", - " df_future = pd.read_csv(model['predictions_file_future'],index_col=['month_id','country_id'])\n", - " df_calib['ln_ged_sb_dep'] = target_calib\n", - " df_test['ln_ged_sb_dep'] = target_test\n", - " df_future['ln_ged_sb_dep'] = np.nan # Empty dependent variable column for consistency/required by prediction storage function\n", - " stored_modelname = level + '_' + model['modelname'] + '_calib'\n", - " df_calib.forecasts.set_run(run_id)\n", - " df_calib.forecasts.to_store(name=stored_modelname, overwrite=True)\n", - " stored_modelname = level + '_' + model['modelname'] + '_test'\n", - " df_test.forecasts.set_run(run_id)\n", - " df_test.forecasts.to_store(name=stored_modelname, overwrite=True) " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "caf8be93", - "metadata": {}, - "outputs": [], - "source": [ - "!viewser tables show ged2_pgm\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d2ce44d3", - "metadata": {}, - "outputs": [], - "source": [ - "Datasets[1]['df']" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.8" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} From 68da07e677d45ee6311b0bb59c8dcec88d3c685e Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Thu, 23 Nov 2023 09:52:45 +0100 Subject: [PATCH 14/20] Make a more explicit comparison --- Tools/ViewsEstimators.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Tools/ViewsEstimators.py b/Tools/ViewsEstimators.py index 026b936..8702afc 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/ViewsEstimators.py @@ -94,7 +94,7 @@ def fit(self, # Set the number of features seen during fit self.n_features_in_ = X.shape[1] - if X.shape[1] < 2: + if X.shape[1] == 1: raise ValueError('Cannot fit model when n_features = 1') # Instantiate the classifier From b29d9543e8ad9886069cfe9b290f072d418b76a8 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Thu, 23 Nov 2023 09:55:57 +0100 Subject: [PATCH 15/20] Add n_jobs back --- Tools/ViewsEstimators.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Tools/ViewsEstimators.py b/Tools/ViewsEstimators.py index 8702afc..892f815 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/ViewsEstimators.py @@ -56,8 +56,8 @@ def _resolve_estimator(estimator_name: str, random_state=None): 'LGBMRegressor': LGBMRegressor(n_estimators=250, random_state=random_state), 'LGBMClassifier': LGBMClassifier(n_estimators=250, random_state=random_state), - 'RFRegressor': RandomForestRegressor(n_estimators=250, random_state=random_state), - 'RFClassifier': RandomForestClassifier(n_estimators=250, random_state=random_state), + 'RFRegressor': RandomForestRegressor(n_estimators=250, n_jobs=-2, random_state=random_state), + 'RFClassifier': RandomForestClassifier(n_estimators=250, n_jobs=-2, random_state=random_state), 'XGBRFRegressor': XGBRFRegressor(n_estimators=100, learning_rate=0.05, random_state=random_state), 'XGBRFClassifier': XGBRFClassifier(n_estimators=100, learning_rate=0.05, random_state=random_state), @@ -65,8 +65,8 @@ def _resolve_estimator(estimator_name: str, random_state=None): 'GBMRegressor': GradientBoostingRegressor(n_estimators=200, random_state=random_state), 'GBMClassifier': GradientBoostingClassifier(n_estimators=200, random_state=random_state), - 'XGBRegressor': XGBRegressor(n_estimators=100, learning_rate=0.05, random_state=random_state), - 'XGBClassifier': XGBClassifier(n_estimators=100, learning_rate=0.05, random_state=random_state), + 'XGBRegressor': XGBRegressor(n_estimators=100, learning_rate=0.05, n_jobs=-2, random_state=random_state), + 'XGBClassifier': XGBClassifier(n_estimators=100, learning_rate=0.05, n_jobs=-2, random_state=random_state), 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200, random_state=random_state), 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200, random_state=random_state), From abce7f8a31781476e90fc077460ce20918a6b112 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Thu, 23 Nov 2023 12:02:49 +0100 Subject: [PATCH 16/20] Simplify and clean hurdle regression class --- Tools/ViewsEstimators.py | 139 ++++++++++++++++++--------------------- 1 file changed, 64 insertions(+), 75 deletions(-) diff --git a/Tools/ViewsEstimators.py b/Tools/ViewsEstimators.py index 892f815..929e5c1 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/ViewsEstimators.py @@ -11,7 +11,6 @@ from sklearn.datasets import make_regression, make_classification from sklearn.model_selection import train_test_split from sklearn.metrics import mean_squared_error -from sklearn.dummy import DummyClassifier from xgboost import XGBRegressor, XGBClassifier, XGBRFRegressor, XGBRFClassifier from lightgbm import LGBMClassifier, LGBMRegressor @@ -75,107 +74,112 @@ def _resolve_estimator(estimator_name: str, random_state=None): return estimator - # Define the fit method for the class to train the model def fit(self, X: Union[np.ndarray, pd.DataFrame], y: Union[np.ndarray, pd.Series]): - - # Use sklearn fucntionality to check X and y for consistent length and enforce X to be 2D and y 1D. - # By default, X is checked to be non-empty and containing only finite values. - # Standard input checks are also applied to y, such as checking that y - # does not have np.nan or np.inf targets. + """ Fit the model. """ + # Run several sanity checks on the input X, y = check_X_y(X, y, - dtype=None, - accept_sparse=False, - accept_large_sparse=False, - force_all_finite=True) #'allow-nan' - - # Set the number of features seen during fit - self.n_features_in_ = X.shape[1] - - if X.shape[1] == 1: - raise ValueError('Cannot fit model when n_features = 1') + dtype=None, + accept_sparse=False, + accept_large_sparse=False, + force_all_finite='allow-nan') # allow X and y contain NaNs but not infinities + + if len(np.unique(y)) < 2: + raise ValueError("Input y for classifier must have more than one unique value.") + # Save n of features in X to make checks later + self.n_features_in_ = X.shape[1] + # Instantiate the classifier self.clf_ = self._resolve_estimator(self.clf_name, random_state=42) + + # If defined, add parameters to the classifier if self.clf_params: self.clf_.set_params(**self.clf_params) - # Check if there are more than one unique values in y - # and if yes, fit the classifier to X, so y that is > 0, becomes 1 - # and if not, it is 0 - if len(np.unique(y)) > 1: - self.clf_.fit(X, y > 0) - else: - # Handle the case where y has only one unique value - self.clf_ = DummyClassifier(strategy='most_frequent') - self.clf_.fit(X, y > 0) - + # Fit the classifier + self.clf_.fit(X, y > 0) # Instantiate the regressor self.reg_ = self._resolve_estimator(self.reg_name, random_state=42) + + # If defined, add parameters to the regressor if self.reg_params: self.reg_.set_params(**self.reg_params) - - # Fit the regressor to the subset of the data where y > 0 + + # Fit the regressor for data where y > 0 only self.reg_.fit(X[y > 0], y[y > 0]) + # Set the is_fitted_ flag to True for further sanity checks self.is_fitted_ = True + return self def predict(self, X: Union[np.ndarray, pd.DataFrame]): - """ Predict combined response using binary classification outcome """ - X = check_array(X, accept_sparse=False, accept_large_sparse=False) + """ Predict combined response using probabilistic classification outcome """ + # Run several sanity checks on the input + X = check_array(X, + dtype=None, + accept_sparse=False, + accept_large_sparse=False, + force_all_finite='allow-nan') check_is_fitted(self, 'is_fitted_') if X.shape[1] != self.n_features_in_: - raise ValueError(f"Number of features of the model must match the input. Model n_features_in_ is {self.n_features_in_} and input n_features is {X.shape[1]}") - - # Make predictions using the classifier - clf_predictions = self.clf_.predict(X) + raise ValueError("Number of features of the model must match the input." + f"Model n_features_in_ is {self.n_features_in_}" + f"and input n_features is {X.shape[1]}") + + # Predict with the classifier - take probability to be in class 1 + clf_predictions_proba = self.clf_.predict_proba(X)[:, 1] # Make predictions using the regressor reg_predictions = self.reg_.predict(X) # The final prediction is the product of the classifier and regressor predictions - combined_predictions = clf_predictions * reg_predictions - + combined_predictions = clf_predictions_proba * reg_predictions + return combined_predictions - def predict_expected_value(self, X: Union[np.ndarray, pd.DataFrame]): - """ Predict combined response using probabilistic classification outcome """ - X = check_array(X, accept_sparse=False, accept_large_sparse=False) + def predict_bin(self, + X: Union[np.ndarray, pd.DataFrame]): + """ Predict combined response using binary classification outcome. """ + # Run several sanity checks on the input + X = check_array(X, + dtype=None, + accept_sparse=False, + accept_large_sparse=False, + force_all_finite='allow-nan') check_is_fitted(self, 'is_fitted_') - + if X.shape[1] != self.n_features_in_: - raise ValueError(f"Number of features of the model must match the input. Model n_features_in_ is {self.n_features_in_} and input n_features is {X.shape[1]}") + raise ValueError(f"Number of features of the model must match the input. + Model n_features_in_ is {self.n_features_in_} + and input n_features is {X.shape[1]}") - # Make predictions using the classifier, take probbailities of being in class 1 ("positive" class) - clf_prob_predictions = self.clf_.predict_proba(X)[:, 1] + # Predict with the classifier - take classes, 0 or 1 + clf_predictions_bin = self.clf_.predict(X) - # Make predictions using the regressor + # Predict with the regressor reg_predictions = self.reg_.predict(X) - # The final prediction is the product of the classifier and regressor predictions - combined_predictions = clf_prob_predictions * reg_predictions - + # Make the final prediction + combined_predictions = clf_predictions_bin * reg_predictions + return combined_predictions -def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): +def test_hurdle_regression(clf_name:str='logistic', + reg_name:str='linear'): """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ - - # Create a synthetic regression dataset - X_reg, y_reg = make_regression(n_samples=1000, n_features=20, n_informative=2) - - # Create a synthetic classification dataset - X_clf, y_clf = make_classification(n_samples=1000, n_features=20, n_informative=2, n_redundant=10) - - # Combine the two datasets + # Create a synthetic dataset that simlutaes a datasets with many zeroes + X_reg, y_reg = make_regression(n_samples=1000, n_features=20) + X_clf, y_clf = make_classification(n_samples=1000, n_features=20) X = np.hstack([X_clf, X_reg]) y = y_clf * y_reg @@ -184,34 +188,19 @@ def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): # Instantiate a HurdleRegression object hr = HurdleRegression(clf_name=clf_name, reg_name=reg_name) - - check_estimator(hr) + #check_estimator(hr) # Fit the model to the data hr.fit(X_train, y_train) # Make predictions y_pred = hr.predict(X_test) - - # Evaluate the model - print('Mean Squared Error:', mean_squared_error(y_test, y_pred)) - - # Check if predictions have the same shape as y - print(f"Shape of y_pred: {y_pred.shape}") - print(f"Shape of y_test: {y_test.shape}") - + print('Mean Squared Error:', int(mean_squared_error(y_test, y_pred))) assert y_pred.shape == y_test.shape, "Predictions and y do not have the same shape" # Make predictions y_pred_prob = hr.predict_expected_value(X_test) - - # Evaluate the model - print('Mean Squared Error:', mean_squared_error(y_test, y_pred_prob)) - - # Check if predictions have the same shape as y - print(f"Shape of y_pred_prob: {y_pred_prob.shape}") - print(f"Shape of y_test: {y_test.shape}") - + print('Mean Squared Error for multiplies probabilities:', int(mean_squared_error(y_test, y_pred_prob))) assert y_pred_prob.shape == y_test.shape, "Probability predictions and y do not have the same shape" From e65a7cb169369e8cd3a92fc3dac5928940fb4301 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Thu, 23 Nov 2023 12:03:11 +0100 Subject: [PATCH 17/20] Edit notebook --- SystemUpdates/test_hurdle_regression.ipynb | 14342 +------------------ 1 file changed, 286 insertions(+), 14056 deletions(-) diff --git a/SystemUpdates/test_hurdle_regression.ipynb b/SystemUpdates/test_hurdle_regression.ipynb index ad0d9f4..4419ab1 100644 --- a/SystemUpdates/test_hurdle_regression.ipynb +++ b/SystemUpdates/test_hurdle_regression.ipynb @@ -1,15 +1,8 @@ { "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Test Hurdle Regression" - ] - }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 41, "id": "8855fab3", "metadata": {}, "outputs": [ @@ -29,18 +22,28 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 42, "id": "ef27dd3d", "metadata": {}, "outputs": [], "source": [ "import settings # to append paths\n", - "from Tools.ViewsEstimators import test_hurdle_regression, test_fixed_first_split_regression" + "\n", + "import pandas as pd\n", + "\n", + "from Tools.ViewsEstimators import test_hurdle_regression, test_fixed_first_split_regression\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test Hurdle Regression" ] }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 43, "metadata": {}, "outputs": [], "source": [ @@ -48,7 +51,7 @@ " ['logistic', 'linear'], \n", " ['LGBMClassifier', 'LGBMRegressor'],\n", " ['RFClassifier', 'RFRegressor'],\n", - " ['XGBRFRegressor', 'XGBRFClassifier'],\n", + " ['XGBRFClassifier', 'XGBRFRegressor'],\n", " ['GBMClassifier', 'GBMRegressor'],\n", " ['XGBClassifier', 'XGBRegressor'],\n", " ['HGBClassifier' , 'HGBRegressor'],\n", @@ -57,14036 +60,20 @@ }, { "cell_type": "code", - "execution_count": 115, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Mean Squared Error: 3384.896990299893\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Mean Squared Error: 3579.88464134902\n", - "Shape of y_pred_prob: (200,)\n", - "Shape of y_test: (200,)\n" - ] - } - ], - "source": [ - "test_hurdle_regression(clf_name='RFClassifier', reg_name='RFRegressor')" - ] - }, - { - "cell_type": "code", - "execution_count": 111, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Mean Squared Error: 1380.1299059777762\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Mean Squared Error: 1356.3640958596118\n", - "Shape of y_pred_prob: (200,)\n", - "Shape of y_test: (200,)\n" - ] - } - ], - "source": [ - "test_hurdle_regression(clf_name='XGBClassifier', reg_name='XGBRegressor')" - ] - }, - { - "cell_type": "code", - "execution_count": 112, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Mean Squared Error: 2523.553194980784\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Mean Squared Error: 2401.1612397247527\n", - "Shape of y_pred_prob: (200,)\n", - "Shape of y_test: (200,)\n" - ] - } - ], - "source": [ - "test_hurdle_regression(clf_name='HGBClassifier', reg_name='HGBRegressor')" - ] - }, - { - "cell_type": "code", - "execution_count": 113, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Mean Squared Error: 264.21752564127655\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Mean Squared Error: 220.16255147444448\n", - "Shape of y_pred_prob: (200,)\n", - "Shape of y_test: (200,)\n" - ] - } - ], - "source": [ - "test_hurdle_regression(clf_name='logistic', reg_name='linear')" - ] - }, - { - "cell_type": "code", - "execution_count": 107, + "execution_count": 44, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.363636\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 20, number of negative: 10\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", - "[LightGBM] [Info] Start training from score 1.550597\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.909091\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 33, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 40, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.825000 -> initscore=1.550597\n", - "[LightGBM] [Info] Start training from score 1.550597\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 33, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.909091\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 5, number of negative: 5\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 10, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 5, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 7\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 21, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.666667 -> initscore=0.693147\n", - "[LightGBM] [Info] Start training from score 0.693147\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.500000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 15, number of negative: 15\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 30, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 15, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 11, number of negative: 9\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.550000 -> initscore=0.200671\n", - "[LightGBM] [Info] Start training from score 0.200671\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 11, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000404 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 56\n", - "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", - "[LightGBM] [Info] Start training from score -0.100083\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 38, number of negative: 42\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000303 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 56\n", - "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.475000 -> initscore=-0.100083\n", - "[LightGBM] [Info] Start training from score -0.100083\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 38, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 57, number of negative: 43\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000434 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 70\n", - "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.570000 -> initscore=0.281851\n", - "[LightGBM] [Info] Start training from score 0.281851\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000332 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 40\n", - "[LightGBM] [Info] Number of data points in the train set: 57, number of used features: 2\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 50, number of negative: 50\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000219 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 70\n", - "[LightGBM] [Info] Number of data points in the train set: 100, number of used features: 2\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.500000 -> initscore=0.000000\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000394 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 36\n", - "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 2\n", - "[LightGBM] [Info] Start training from score 1.000000\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Number of positive: 14, number of negative: 6\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 20, number of used features: 0\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.700000 -> initscore=0.847298\n", - "[LightGBM] [Info] Start training from score 0.847298\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 14, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 1.428571\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Info] Number of positive: 212, number of negative: 588\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000517 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 10200\n", - "[LightGBM] [Info] Number of data points in the train set: 800, number of used features: 40\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.265000 -> initscore=-1.020141\n", - "[LightGBM] [Info] Start training from score -1.020141\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000233 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 2895\n", - "[LightGBM] [Info] Number of data points in the train set: 212, number of used features: 40\n", - "[LightGBM] [Info] Start training from score 61.388686\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "Mean Squared Error: 2048.384066196613\n", - "Shape of y_pred: (200,)\n", - "Shape of y_test: (200,)\n", - "Mean Squared Error: 2032.4149839994761\n", - "Shape of y_pred_prob: (200,)\n", - "Shape of y_test: (200,)\n" - ] - } - ], - "source": [ - "test_hurdle_regression(clf_name='LGBMClassifier', reg_name='LGBMRegressor')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Test Fixed First Split Regression" - ] - }, - { - "cell_type": "code", - "execution_count": 93, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000238 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 366\n", - "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 20\n", - "[LightGBM] [Info] Start training from score 0.540000\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000183 seconds.\n", + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[LightGBM] [Info] Number of positive: 26, number of negative: 54\n", + "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000345 seconds.\n", "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 366\n", - "[LightGBM] [Info] Number of data points in the train set: 50, number of used features: 20\n", - "[LightGBM] [Info] Start training from score 0.460000\n", + "[LightGBM] [Info] Total Bins 1132\n", + "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 40\n", + "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.325000 -> initscore=-0.730888\n", + "[LightGBM] [Info] Start training from score -0.730888\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", @@ -14337,27 +324,270 @@ "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "Predictions: prediction split_by\n", - "0 0.062920 1\n", - "1 0.183209 0\n", - "2 0.337309 1\n", - "3 0.469982 1\n", - "4 0.798220 0\n", - ".. ... ...\n", - "95 0.102793 1\n", - "96 1.085240 1\n", - "97 0.076833 0\n", - "98 -0.185776 1\n", - "99 0.849326 0\n", - "\n", - "[100 rows x 2 columns]\n" + "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", + "[LightGBM] [Info] Total Bins 0\n", + "[LightGBM] [Info] Number of data points in the train set: 26, number of used features: 0\n", + "[LightGBM] [Info] Start training from score 137.137904\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", + "Mean Squared Error: 28075\n", + "Mean Squared Error for multiplies probabilities: 25256\n" ] } ], "source": [ - "test_fixed_first_split_regression(zeros_model_name='LGBMRegressor', \n", - " ones_model_name='LGBMRegressor', \n", - " split_by = \"split_by\")" + "clf_name = 'LGBMClassifier'\n", + "reg_name = 'LGBMRegressor'\n", + "\n", + "test_hurdle_regression(clf_name=clf_name, reg_name=reg_name)" ] }, { From 9a467667719e64bde132769f7c9dea6c8acf1099 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Thu, 23 Nov 2023 12:27:15 +0100 Subject: [PATCH 18/20] Delete check_estimator() to avoid check_fit2d_1sample test --- Tools/ViewsEstimators.py | 23 +++++++++++------------ 1 file changed, 11 insertions(+), 12 deletions(-) diff --git a/Tools/ViewsEstimators.py b/Tools/ViewsEstimators.py index 929e5c1..267d3f7 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/ViewsEstimators.py @@ -158,9 +158,9 @@ def predict_bin(self, check_is_fitted(self, 'is_fitted_') if X.shape[1] != self.n_features_in_: - raise ValueError(f"Number of features of the model must match the input. - Model n_features_in_ is {self.n_features_in_} - and input n_features is {X.shape[1]}") + raise ValueError("Number of features of the model must match the input." + f"Model n_features_in_ is {self.n_features_in_}" + f"and input n_features is {X.shape[1]}") # Predict with the classifier - take classes, 0 or 1 clf_predictions_bin = self.clf_.predict(X) @@ -176,8 +176,8 @@ def predict_bin(self, def test_hurdle_regression(clf_name:str='logistic', reg_name:str='linear'): - """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ - # Create a synthetic dataset that simlutaes a datasets with many zeroes + """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset resembling distribution for hurdle regression.""" + # Create a synthetic dataset that simulates dataset with many zeroes X_reg, y_reg = make_regression(n_samples=1000, n_features=20) X_clf, y_clf = make_classification(n_samples=1000, n_features=20) X = np.hstack([X_clf, X_reg]) @@ -188,20 +188,19 @@ def test_hurdle_regression(clf_name:str='logistic', # Instantiate a HurdleRegression object hr = HurdleRegression(clf_name=clf_name, reg_name=reg_name) - #check_estimator(hr) # Fit the model to the data hr.fit(X_train, y_train) - # Make predictions + # Make predictions with probability of positive class from the classifier y_pred = hr.predict(X_test) - print('Mean Squared Error:', int(mean_squared_error(y_test, y_pred))) + print('Mean Squared Error for combined predictions with positive class probability from the classifier:', int(mean_squared_error(y_test, y_pred))) assert y_pred.shape == y_test.shape, "Predictions and y do not have the same shape" - # Make predictions - y_pred_prob = hr.predict_expected_value(X_test) - print('Mean Squared Error for multiplies probabilities:', int(mean_squared_error(y_test, y_pred_prob))) - assert y_pred_prob.shape == y_test.shape, "Probability predictions and y do not have the same shape" + # Make predictions with binary outcome from the classifier + y_pred_bin = hr.predict_bin(X_test) + print('Mean Squared Error or combined predictions with binary outcome from the classifier:', int(mean_squared_error(y_test, y_pred_bin))) + assert y_pred_bin.shape == y_test.shape, "Probability predictions and y do not have the same shape" ############ WIP ############ From 5025e03e1a18482e8d5a53e18a3c8292e88f6090 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Thu, 23 Nov 2023 13:21:13 +0100 Subject: [PATCH 19/20] Refactor files --- SystemUpdates/test_hurdle_regression.ipynb | 550 +----------------- .../fixed_first_split_regression_model.py | 112 ++++ .../hurdle_regression_model.py} | 164 +----- Tools/models/model_tests.py | 61 ++ 4 files changed, 188 insertions(+), 699 deletions(-) create mode 100644 Tools/models/fixed_first_split_regression_model.py rename Tools/{ViewsEstimators.py => models/hurdle_regression_model.py} (53%) create mode 100644 Tools/models/model_tests.py diff --git a/SystemUpdates/test_hurdle_regression.ipynb b/SystemUpdates/test_hurdle_regression.ipynb index 4419ab1..24295e3 100644 --- a/SystemUpdates/test_hurdle_regression.ipynb +++ b/SystemUpdates/test_hurdle_regression.ipynb @@ -2,19 +2,10 @@ "cells": [ { "cell_type": "code", - "execution_count": 41, + "execution_count": 1, "id": "8855fab3", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" @@ -22,16 +13,15 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 2, "id": "ef27dd3d", "metadata": {}, "outputs": [], "source": [ "import settings # to append paths\n", "\n", - "import pandas as pd\n", - "\n", - "from Tools.ViewsEstimators import test_hurdle_regression, test_fixed_first_split_regression\n" + "from Tools.models.model_tests import test_hurdle_regression, test_fixed_first_split_regression\n", + "from Tools.models.hurdle_regression_model import HurdleRegression" ] }, { @@ -43,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -60,542 +50,24 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[LightGBM] [Info] Number of positive: 26, number of negative: 54\n", - "[LightGBM] [Info] Auto-choosing col-wise multi-threading, the overhead of testing was 0.000345 seconds.\n", - "You can set `force_col_wise=true` to remove the overhead.\n", - "[LightGBM] [Info] Total Bins 1132\n", - "[LightGBM] [Info] Number of data points in the train set: 80, number of used features: 40\n", - "[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.325000 -> initscore=-0.730888\n", - "[LightGBM] [Info] Start training from score -0.730888\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] No further splits with positive gain, best gain: -inf\n", - "[LightGBM] [Warning] There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.\n", - "[LightGBM] [Info] Total Bins 0\n", - "[LightGBM] [Info] Number of data points in the train set: 26, number of used features: 0\n", - "[LightGBM] [Info] Start training from score 137.137904\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "[LightGBM] [Warning] Stopped training because there are no more leaves that meet the split requirements\n", - "Mean Squared Error: 28075\n", - "Mean Squared Error for multiplies probabilities: 25256\n" + "Mean Squared Error for combined predictions with positive class probability from the classifier: 6338\n", + "Mean Squared Error or combined predictions with binary outcome from the classifier: 5458\n" ] } ], "source": [ - "clf_name = 'LGBMClassifier'\n", - "reg_name = 'LGBMRegressor'\n", + "clf_name = 'RFClassifier'\n", + "reg_name = 'RFRegressor'\n", "\n", "test_hurdle_regression(clf_name=clf_name, reg_name=reg_name)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/Tools/models/fixed_first_split_regression_model.py b/Tools/models/fixed_first_split_regression_model.py new file mode 100644 index 0000000..d593e2b --- /dev/null +++ b/Tools/models/fixed_first_split_regression_model.py @@ -0,0 +1,112 @@ +from typing import Optional, Union +import numpy as np +import pandas as pd + +from sklearn.linear_model import LinearRegression, LogisticRegression +from sklearn.base import BaseEstimator +from sklearn.utils.validation import check_X_y, check_array, check_is_fitted + +from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier, GradientBoostingRegressor, GradientBoostingClassifier, HistGradientBoostingRegressor, HistGradientBoostingClassifier + +from xgboost import XGBRegressor, XGBClassifier, XGBRFRegressor, XGBRFClassifier +from lightgbm import LGBMClassifier, LGBMRegressor + + +class FixedFirstSplitRegression(BaseEstimator): + def __init__(self, + ones_model_name: str = 'RFRegressor', + zeros_model_name: str = 'RFRegressor', + ones_model_params: Optional[dict] = None, + zeros_model_params: Optional[dict] = None, + split_by: str = ''): + + self.ones_model_name = ones_model_name + self.zeros_model_name = zeros_model_name + self.ones_model_params = ones_model_params + self.zeros_model_params = zeros_model_params + self.split_by = split_by + + self.ones_ = None + self.zeros_ = None + + @staticmethod + def _resolve_estimator(estimator_name: str): + funcs = { + 'linear': LinearRegression(), + 'logistic': LogisticRegression(solver='liblinear'), + + 'LGBMRegressor': LGBMRegressor(n_estimators=250), + 'LGBMClassifier': LGBMClassifier(n_estimators=250), + + 'RFRegressor': RandomForestRegressor(n_estimators=250), + 'RFClassifier': RandomForestClassifier(n_estimators=250), + + 'GBMRegressor': GradientBoostingRegressor(n_estimators=200), + 'GBMClassifier': GradientBoostingClassifier(n_estimators=200), + + 'XGBRegressor': XGBRegressor(n_estimators=100, learning_rate=0.05), + 'XGBClassifier': XGBClassifier(n_estimators=100, learning_rate=0.05), + + 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200), + 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200), + } + + return funcs[estimator_name] + + def fit(self, + X: Union[np.ndarray, pd.DataFrame], + y: Union[np.ndarray, pd.Series], + ): + + """ Fit the model based on the indicator values. """ + if isinstance(X, np.ndarray): + X = pd.DataFrame(X) + if self.split_by not in X.columns: + raise ValueError(f"split_by column '{self.split_by}' not found in X") + + split_indicator = X[self.split_by].astype(int) + X = X.drop(columns=[self.split_by]) + X, y = check_X_y(X, y, accept_sparse=False, force_all_finite='allow-nan', dtype=np.float64) + + self.ones_ = self._resolve_estimator(self.ones_model_name) + if self.ones_model_params: + self.ones_.set_params(**self.ones_model_params) + self.ones_.fit(X[split_indicator == 1], y[split_indicator == 1]) + + self.zeros_ = self._resolve_estimator(self.zeros_model_name) + if self.zeros_model_params: + self.zeros_.set_params(**self.zeros_model_params) + self.zeros_.fit(X[split_indicator == 0], y[split_indicator == 0]) + + self.is_fitted_ = True + return self + + def predict(self, X: Union[np.ndarray, pd.DataFrame]): + """ Predict the response based on the split_by indicator values. """ + if isinstance(X, np.ndarray): + X = pd.DataFrame(X) + + check_is_fitted(self, 'is_fitted_') + + if self.split_by not in X: + raise ValueError(f"split_by column '{self.split_by}' not found in X") + + split_indicator = X[self.split_by].astype(int) + X = X.drop(columns=[self.split_by]) + + pred_ones = self.ones_.predict(X[split_indicator == 1]) + pred_zeros = self.zeros_.predict(X[split_indicator == 0]) + + pred = np.zeros(X.shape[0]) + pred[split_indicator == 1] = pred_ones + pred[split_indicator == 0] = pred_zeros + + # Create a DataFrame with predictions and split_by values + result = pd.DataFrame({ + 'prediction': pred, + 'split_by': split_indicator + }) + + return result + + diff --git a/Tools/ViewsEstimators.py b/Tools/models/hurdle_regression_model.py similarity index 53% rename from Tools/ViewsEstimators.py rename to Tools/models/hurdle_regression_model.py index 267d3f7..9e09809 100644 --- a/Tools/ViewsEstimators.py +++ b/Tools/models/hurdle_regression_model.py @@ -4,21 +4,14 @@ from sklearn.linear_model import LinearRegression, LogisticRegression from sklearn.base import BaseEstimator -from sklearn.utils.estimator_checks import check_estimator from sklearn.utils.validation import check_X_y, check_array, check_is_fitted from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier, GradientBoostingRegressor, GradientBoostingClassifier, HistGradientBoostingRegressor, HistGradientBoostingClassifier -from sklearn.datasets import make_regression, make_classification -from sklearn.model_selection import train_test_split -from sklearn.metrics import mean_squared_error from xgboost import XGBRegressor, XGBClassifier, XGBRFRegressor, XGBRFClassifier from lightgbm import LGBMClassifier, LGBMRegressor -#################### -# HurdleRegression # -#################### class HurdleRegression(BaseEstimator): """ Regression model which handles excessive zeros by fitting a two-part model and combining predictions: 1) binary classifier @@ -71,6 +64,9 @@ def _resolve_estimator(estimator_name: str, random_state=None): 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200, random_state=random_state), } estimator = estimators.get(estimator_name) + + if estimator is None: + raise ValueError(f"Unknown estimator: {estimator_name}") return estimator @@ -94,7 +90,7 @@ def fit(self, # Instantiate the classifier self.clf_ = self._resolve_estimator(self.clf_name, random_state=42) - + # If defined, add parameters to the classifier if self.clf_params: self.clf_.set_params(**self.clf_params) @@ -172,155 +168,3 @@ def predict_bin(self, combined_predictions = clf_predictions_bin * reg_predictions return combined_predictions - - -def test_hurdle_regression(clf_name:str='logistic', - reg_name:str='linear'): - """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset resembling distribution for hurdle regression.""" - # Create a synthetic dataset that simulates dataset with many zeroes - X_reg, y_reg = make_regression(n_samples=1000, n_features=20) - X_clf, y_clf = make_classification(n_samples=1000, n_features=20) - X = np.hstack([X_clf, X_reg]) - y = y_clf * y_reg - - # Split the data into training and testing sets - X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2) - - # Instantiate a HurdleRegression object - hr = HurdleRegression(clf_name=clf_name, reg_name=reg_name) - - # Fit the model to the data - hr.fit(X_train, y_train) - - # Make predictions with probability of positive class from the classifier - y_pred = hr.predict(X_test) - print('Mean Squared Error for combined predictions with positive class probability from the classifier:', int(mean_squared_error(y_test, y_pred))) - assert y_pred.shape == y_test.shape, "Predictions and y do not have the same shape" - - # Make predictions with binary outcome from the classifier - y_pred_bin = hr.predict_bin(X_test) - print('Mean Squared Error or combined predictions with binary outcome from the classifier:', int(mean_squared_error(y_test, y_pred_bin))) - assert y_pred_bin.shape == y_test.shape, "Probability predictions and y do not have the same shape" - - -############ WIP ############ -# FixedFirstSplitRegression # -############ WIP ############ -class FixedFirstSplitRegression(BaseEstimator): - def __init__(self, - ones_model_name: str = 'RFRegressor', - zeros_model_name: str = 'RFRegressor', - ones_model_params: Optional[dict] = None, - zeros_model_params: Optional[dict] = None, - split_by: str = ''): - - self.ones_model_name = ones_model_name - self.zeros_model_name = zeros_model_name - self.ones_model_params = ones_model_params - self.zeros_model_params = zeros_model_params - self.split_by = split_by - - self.ones_ = None - self.zeros_ = None - - @staticmethod - def _resolve_estimator(estimator_name: str): - funcs = { - 'linear': LinearRegression(), - 'logistic': LogisticRegression(solver='liblinear'), - - 'LGBMRegressor': LGBMRegressor(n_estimators=250), - 'LGBMClassifier': LGBMClassifier(n_estimators=250), - - 'RFRegressor': RandomForestRegressor(n_estimators=250), - 'RFClassifier': RandomForestClassifier(n_estimators=250), - - 'GBMRegressor': GradientBoostingRegressor(n_estimators=200), - 'GBMClassifier': GradientBoostingClassifier(n_estimators=200), - - 'XGBRegressor': XGBRegressor(n_estimators=100, learning_rate=0.05), - 'XGBClassifier': XGBClassifier(n_estimators=100, learning_rate=0.05), - - 'HGBRegressor': HistGradientBoostingRegressor(max_iter=200), - 'HGBClassifier': HistGradientBoostingClassifier(max_iter=200), - } - - return funcs[estimator_name] - - def fit(self, - X: Union[np.ndarray, pd.DataFrame], - y: Union[np.ndarray, pd.Series], - ): - - """ Fit the model based on the indicator values. """ - if isinstance(X, np.ndarray): - X = pd.DataFrame(X) - if self.split_by not in X.columns: - raise ValueError(f"split_by column '{self.split_by}' not found in X") - - split_indicator = X[self.split_by].astype(int) - X = X.drop(columns=[self.split_by]) - X, y = check_X_y(X, y, accept_sparse=False, force_all_finite='allow-nan', dtype=np.float64) - - self.ones_ = self._resolve_estimator(self.ones_model_name) - if self.ones_model_params: - self.ones_.set_params(**self.ones_model_params) - self.ones_.fit(X[split_indicator == 1], y[split_indicator == 1]) - - self.zeros_ = self._resolve_estimator(self.zeros_model_name) - if self.zeros_model_params: - self.zeros_.set_params(**self.zeros_model_params) - self.zeros_.fit(X[split_indicator == 0], y[split_indicator == 0]) - - self.is_fitted_ = True - return self - - def predict(self, X: Union[np.ndarray, pd.DataFrame]): - """ Predict the response based on the split_by indicator values. """ - if isinstance(X, np.ndarray): - X = pd.DataFrame(X) - - check_is_fitted(self, 'is_fitted_') - - if self.split_by not in X: - raise ValueError(f"split_by column '{self.split_by}' not found in X") - - split_indicator = X[self.split_by].astype(int) - X = X.drop(columns=[self.split_by]) - - pred_ones = self.ones_.predict(X[split_indicator == 1]) - pred_zeros = self.zeros_.predict(X[split_indicator == 0]) - - pred = np.zeros(X.shape[0]) - pred[split_indicator == 1] = pred_ones - pred[split_indicator == 0] = pred_zeros - - # Create a DataFrame with predictions and split_by values - result = pd.DataFrame({ - 'prediction': pred, - 'split_by': split_indicator - }) - - return result - -def test_fixed_first_split_regression(zeros_model_name:str='linear', - ones_model_name:str='linear', - split_by = "split_by"): - """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ - # Create a regression dataset - X, y = make_classification(n_samples=100, n_features=20) - - # Convert to DataFrame and add a 'split_by' column - X = pd.DataFrame(X, columns=[f'feature_{i}' for i in range(X.shape[1])]) - X['split_by'] = np.random.randint(0, 2, len(y)) # Random 0s and 1s for the indicator - - # Initialize and fit the FixedFirstSplitRegression model - reg = FixedFirstSplitRegression(zeros_model_name=zeros_model_name, - ones_model_name=ones_model_name, - split_by=split_by) - - reg.fit(X, y) - - # Make predictions - result = reg.predict(X) - print("Predictions:", result) diff --git a/Tools/models/model_tests.py b/Tools/models/model_tests.py new file mode 100644 index 0000000..6fa0f7b --- /dev/null +++ b/Tools/models/model_tests.py @@ -0,0 +1,61 @@ +import pandas as pd +import numpy as np + +from sklearn.datasets import make_regression, make_classification +from sklearn.model_selection import train_test_split +from sklearn.metrics import mean_squared_error + +from Tools.models.hurdle_regression_model import HurdleRegression +from Tools.models.fixed_first_split_regression_model import FixedFirstSplitRegression + + +def test_hurdle_regression(clf_name:str='logistic', + reg_name:str='linear'): + """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset resembling distribution for hurdle regression.""" + # Create a synthetic dataset that simulates dataset with many zeroes + X_reg, y_reg = make_regression(n_samples=1000, n_features=20) + X_clf, y_clf = make_classification(n_samples=1000, n_features=20) + X = np.hstack([X_clf, X_reg]) + y = y_clf * y_reg + + # Split the data into training and testing sets + X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2) + + # Instantiate a HurdleRegression object + hr = HurdleRegression(clf_name=clf_name, reg_name=reg_name) + + # Fit the model to the data + hr.fit(X_train, y_train) + + # Make predictions with probability of positive class from the classifier + y_pred = hr.predict(X_test) + print('Mean Squared Error for combined predictions with positive class probability from the classifier:', int(mean_squared_error(y_test, y_pred))) + assert y_pred.shape == y_test.shape, "Predictions and y do not have the same shape" + + # Make predictions with binary outcome from the classifier + y_pred_bin = hr.predict_bin(X_test) + print('Mean Squared Error or combined predictions with binary outcome from the classifier:', int(mean_squared_error(y_test, y_pred_bin))) + assert y_pred_bin.shape == y_test.shape, "Probability predictions and y do not have the same shape" + + +def test_fixed_first_split_regression(zeros_model_name:str='linear', + ones_model_name:str='linear', + split_by = "split_by"): + """ Validate estimator using sklearn's provided utility and ensure it can fit and predict on fake dataset. """ + # Create a dataset + X, y = make_classification(n_samples=100, n_features=20) + + # Convert to DataFrame and add a 'split_by' column + X = pd.DataFrame(X, columns=[f'feature_{i}' for i in range(X.shape[1])]) + X['split_by'] = np.random.randint(0, 2, len(y)) # Random 0s and 1s for the indicator + + # Initialize and fit the FixedFirstSplitRegression model + reg = FixedFirstSplitRegression(zeros_model_name=zeros_model_name, + ones_model_name=ones_model_name, + split_by=split_by) + + reg.fit(X, y) + + # Make predictions + result = reg.predict(X) + print("Predictions:", result) From 9b06a4af71f9d223f2089dfbf0d14e70782c3131 Mon Sep 17 00:00:00 2001 From: ekaterinakuzmina Date: Thu, 23 Nov 2023 13:24:36 +0100 Subject: [PATCH 20/20] Fix imports in ModelDefinition --- SystemUpdates/ModelDefinitions.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/SystemUpdates/ModelDefinitions.py b/SystemUpdates/ModelDefinitions.py index b9ba36a..26591c8 100644 --- a/SystemUpdates/ModelDefinitions.py +++ b/SystemUpdates/ModelDefinitions.py @@ -7,7 +7,8 @@ from xgboost import XGBRegressor, XGBRFRegressor from lightgbm import LGBMRegressor -from Tools.ViewsEstimators import HurdleRegression, FixedFirstSplitRegression +from Tools.models.hurdle_regression_model import HurdleRegression +from Tools.models.fixed_first_split_regression_model import FixedFirstSplitRegression def DefineEnsembleModels(level):